{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "version"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "'/usr/lib/R'"
      ],
      "text/latex": [
       "'/usr/lib/R'"
      ],
      "text/markdown": [
       "'/usr/lib/R'"
      ],
      "text/plain": [
       "[1] \"/usr/lib/R\""
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "R.home()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# BiocManager::install(\"limma\")\n",
    "# BiocManager::install(\"edgeR\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "ename": "ERROR",
     "evalue": "Error in library(edgeR): there is no package called ‘edgeR’\n",
     "output_type": "error",
     "traceback": [
      "Error in library(edgeR): there is no package called ‘edgeR’\nTraceback:\n",
      "1. library(edgeR)",
      "2. stop(txt, domain = NA)"
     ]
    }
   ],
   "source": [
    "library(edgeR)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<table>\n",
       "<caption>A data.frame: 6 × 1171</caption>\n",
       "<thead>\n",
       "\t<tr><th></th><th scope=col>RHH2176</th><th scope=col>RHH2177</th><th scope=col>RHH2178</th><th scope=col>RHH2179</th><th scope=col>RHH2180</th><th scope=col>RHH2181</th><th scope=col>RHH2182</th><th scope=col>RHH2183</th><th scope=col>RHH2184</th><th scope=col>RHH2185</th><th scope=col>...</th><th scope=col>RHO707</th><th scope=col>RHO708</th><th scope=col>RHO709</th><th scope=col>RHO711</th><th scope=col>RHO712</th><th scope=col>RHO713</th><th scope=col>RHO714</th><th scope=col>RHO715</th><th scope=col>RHO716</th><th scope=col>RHO717</th></tr>\n",
       "\t<tr><th></th><th scope=col>&lt;dbl&gt;</th><th scope=col>&lt;dbl&gt;</th><th scope=col>&lt;dbl&gt;</th><th scope=col>&lt;dbl&gt;</th><th scope=col>&lt;dbl&gt;</th><th scope=col>&lt;dbl&gt;</th><th scope=col>&lt;dbl&gt;</th><th scope=col>&lt;dbl&gt;</th><th scope=col>&lt;dbl&gt;</th><th scope=col>&lt;dbl&gt;</th><th scope=col>...</th><th scope=col>&lt;dbl&gt;</th><th scope=col>&lt;dbl&gt;</th><th scope=col>&lt;dbl&gt;</th><th scope=col>&lt;dbl&gt;</th><th scope=col>&lt;dbl&gt;</th><th scope=col>&lt;dbl&gt;</th><th scope=col>&lt;dbl&gt;</th><th scope=col>&lt;dbl&gt;</th><th scope=col>&lt;dbl&gt;</th><th scope=col>&lt;dbl&gt;</th></tr>\n",
       "</thead>\n",
       "<tbody>\n",
       "\t<tr><th scope=row>A2ML1</th><td>0</td><td> 0.00</td><td>  0.00</td><td>  0.00</td><td> 0.00</td><td>  0.00</td><td> 0.00</td><td> 0.00</td><td> 0.00</td><td>  7.01</td><td>...</td><td>0.00</td><td>0.00</td><td> 0.00</td><td> 0.00</td><td>0.00</td><td> 0.0</td><td>0.00</td><td> 0.00</td><td>0.00</td><td> 0.0</td></tr>\n",
       "\t<tr><th scope=row>AAAS</th><td>0</td><td>93.09</td><td>111.26</td><td>  0.00</td><td>32.37</td><td>  0.00</td><td> 0.00</td><td>97.36</td><td>15.79</td><td>116.97</td><td>...</td><td>0.00</td><td>0.00</td><td>13.60</td><td>19.91</td><td>3.10</td><td> 1.6</td><td>8.98</td><td> 5.48</td><td>0.00</td><td> 0.0</td></tr>\n",
       "\t<tr><th scope=row>AACS</th><td>0</td><td> 0.00</td><td>  0.00</td><td>  0.00</td><td> 0.00</td><td>  1.30</td><td> 0.00</td><td> 0.00</td><td> 0.00</td><td>  0.00</td><td>...</td><td>0.00</td><td>0.42</td><td> 7.12</td><td>27.36</td><td>1.39</td><td> 0.0</td><td>4.92</td><td> 9.56</td><td>0.00</td><td> 2.5</td></tr>\n",
       "\t<tr><th scope=row>AADAC</th><td>0</td><td> 0.00</td><td> 86.89</td><td>  0.00</td><td> 0.00</td><td>  0.00</td><td> 0.00</td><td> 0.00</td><td> 0.00</td><td>  0.00</td><td>...</td><td>0.00</td><td>0.00</td><td>43.00</td><td> 0.00</td><td>0.00</td><td> 0.0</td><td>0.00</td><td>26.14</td><td>0.00</td><td> 0.0</td></tr>\n",
       "\t<tr><th scope=row>AADAT</th><td>0</td><td> 0.00</td><td>  0.00</td><td>  0.00</td><td> 0.00</td><td>107.07</td><td> 0.00</td><td> 0.00</td><td> 0.00</td><td>123.51</td><td>...</td><td>0.00</td><td>0.00</td><td> 0.00</td><td> 0.00</td><td>0.00</td><td> 0.0</td><td>0.00</td><td> 0.00</td><td>0.00</td><td> 0.0</td></tr>\n",
       "\t<tr><th scope=row>AAED1</th><td>0</td><td>18.27</td><td>  0.00</td><td>190.36</td><td>18.59</td><td>  8.16</td><td>69.57</td><td> 0.00</td><td> 2.62</td><td> 75.29</td><td>...</td><td>6.59</td><td>6.01</td><td> 0.92</td><td> 1.46</td><td>0.00</td><td>14.3</td><td>1.36</td><td> 4.05</td><td>4.56</td><td>19.1</td></tr>\n",
       "</tbody>\n",
       "</table>\n"
      ],
      "text/latex": [
       "A data.frame: 6 × 1171\n",
       "\\begin{tabular}{r|lllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllllll}\n",
       "  & RHH2176 & RHH2177 & RHH2178 & RHH2179 & RHH2180 & RHH2181 & RHH2182 & RHH2183 & RHH2184 & RHH2185 & RHH2186 & RHH2187 & RHH2188 & RHH2189 & RHH2190 & RHH2191 & RHH2192 & RHH2193 & RHH2194 & RHH2195 & RHH2196 & RHH2197 & RHH2198 & RHH2199 & RHH2200 & RHH2201 & RHH2202 & RHH2203 & RHH2204 & RHH2205 & RHH2206 & RHH2207 & RHH2208 & RHH2209 & RHH2210 & RHH2211 & RHH2212 & RHH2213 & RHH2214 & RHH2215 & RHH2216 & RHH2217 & RHH2218 & RHH2219 & RHH2220 & RHH2221 & RHH2222 & RHH2223 & RHH2224 & RHH2225 & RHH2227 & RHH2228 & RHH2229 & RHH2230 & RHH2231 & RHH2232 & RHH2233 & RHH2234 & RHH2235 & RHH2236 & RHH2237 & RHH2238 & RHH2239 & RHH2240 & RHH2241 & RHH2242 & RHH2243 & RHH2244 & RHH2245 & RHH2246 & RHH2247 & RHH2248 & RHH2249 & RHH2250 & RHH2251 & RHH2252 & RHH2253 & RHH2254 & RHH2255 & RHH2256 & RHH2257 & RHH2258 & RHH2259 & RHH2260 & RHH2261 & RHH2262 & RHH2263 & RHH2264 & RHH2265 & RHH2266 & RHH2267 & RHH2268 & RHH2269 & RHH2271 & RHH2272 & RHH2273 & RHH2274 & RHH2275 & RHH2276 & RHH2277 & RHH2278 & RHH2280 & RHH2281 & RHH2282 & RHH2283 & RHH2284 & RHH2285 & RHH2286 & RHH2287 & RHH2288 & RHH2289 & RHH2290 & RHH2291 & RHH2292 & RHH2293 & RHH2294 & RHH2295 & RHH2296 & RHH2297 & RHH2298 & RHH2299 & RHH2300 & RHH2301 & RHH2302 & RHH2303 & RHH2304 & RHH2305 & RHH2306 & RHH2307 & RHH2308 & RHH2309 & RHH2310 & RHH2311 & RHH2312 & RHH2313 & RHH2314 & RHH2315 & RHH2316 & RHH2317 & RHH2318 & RHH2319 & RHH2320 & RHH2321 & RHH2322 & RHH2323 & RHH2324 & RHH2325 & RHH2326 & RHH2327 & RHH2328 & RHH2329 & RHH2330 & RHH2331 & RHH2332 & RHH2333 & RHH2334 & RHH2335 & RHH2336 & RHH2337 & RHH2338 & RHH2339 & RHH2340 & RHH2341 & RHH2342 & RHH2343 & RHH2344 & RHH2345 & RHH2346 & RHH2347 & RHH2348 & RHH2349 & RHH2350 & RHH2351 & RHH2352 & RHH2353 & RHH2354 & RHH2355 & RHH2356 & RHH2357 & RHH2358 & RHH2359 & RHH2360 & RHH2362 & RHH2363 & RHH2364 & RHH2365 & RHH2366 & RHH2367 & RHH1470 & RHH1471 & RHH1472 & RHH1473 & RHH1474 & RHH1475 & RHH1476 & RHH1477 & RHH1478 & RHH1479 & RHH1480 & RHH1481 & RHH1482 & RHH1483 & RHH1484 & RHH1485 & RHH1486 & RHH1487 & RHH1488 & RHH1489 & RHH1490 & RHH1491 & RHH1492 & RHH1493 & RHH1494 & RHH1495 & RHH1496 & RHH1498 & RHH1499 & RHH1500 & RHH1501 & RHH1502 & RHH1503 & RHH1504 & RHH1505 & RHH1506 & RHH1507 & RHH1508 & RHH1509 & RHH1510 & RHH1511 & RHH1512 & RHH1513 & RHH1514 & RHH1515 & RHH1516 & RHH1517 & RHH1518 & RHH1519 & RHH1520 & RHH1521 & RHH1522 & RHH1523 & RHH1524 & RHH1525 & RHH1526 & RHH1527 & RHH1528 & RHH1529 & RHH1530 & RHH1531 & RHH1532 & RHH1533 & RHH1534 & RHH1535 & RHH1536 & RHH1537 & RHH1538 & RHH1539 & RHH1540 & RHH1541 & RHH1542 & RHH1543 & RHH1544 & RHH1545 & RHH1546 & RHH1547 & RHH1548 & RHH1549 & RHH1550 & RHH1551 & RHH1552 & RHH1553 & RHH1554 & RHH1555 & RHH1556 & RHH1557 & RHH1558 & RHH1559 & RHH1560 & RHH1561 & RHH1562 & RHH1563 & RHH1564 & RHH1565 & RHH1792 & RHH1793 & RHH1794 & RHH1795 & RHH1796 & RHH1797 & RHH1798 & RHH1799 & RHH1800 & RHH1801 & RHH1802 & RHH1803 & RHH1805 & RHH1806 & RHH1807 & RHH1808 & RHH1809 & RHH1810 & RHH1811 & RHH1812 & RHH1813 & RHH1814 & RHH1815 & RHH1816 & RHH1817 & RHH1818 & RHH1819 & RHH1820 & RHH1821 & RHH1822 & RHH1823 & RHH1824 & RHH1825 & RHH1826 & RHH1827 & RHH1828 & RHH1829 & RHH1830 & RHH1831 & RHH1832 & RHH1833 & RHH1834 & RHH1835 & RHH1836 & RHH1837 & RHH1838 & RHH1839 & RHH1840 & RHH1841 & RHH1842 & RHH1843 & RHH1844 & RHH1845 & RHH1846 & RHH1847 & RHH1848 & RHH1849 & RHH1850 & RHH1851 & RHH1852 & RHH1853 & RHH1854 & RHH1855 & RHH1856 & RHH1857 & RHH1858 & RHH1859 & RHH1860 & RHH1861 & RHH1862 & RHH1863 & RHH1864 & RHH1865 & RHH1866 & RHH1867 & RHH1868 & RHH1869 & RHH1870 & RHH1871 & RHH1872 & RHH1873 & RHH1874 & RHH1875 & RHH1876 & RHH1877 & RHH1878 & RHH1879 & RHH1880 & RHH1881 & RHH1882 & RHH1883 & RHH1884 & RHH1885 & RHH1886 & RHH1887 & RHH1888 & RHH1889 & RHH1890 & RHH1891 & RHH1892 & RHH1893 & RHH1894 & RHH1895 & RHH1896 & RHH1897 & RHH1898 & RHH1899 & RHH1900 & RHH1901 & RHH1903 & RHH1904 & RHH1905 & RHH1906 & RHH1907 & RHH1908 & RHH1909 & RHH1910 & RHH1911 & RHH1912 & RHH1913 & RHH1914 & RHH1915 & RHH1916 & RHH1917 & RHH1919 & RHH1920 & RHH1921 & RHH1922 & RHH1923 & RHH1924 & RHH1925 & RHH1926 & RHH1927 & RHH1928 & RHH1929 & RHH1930 & RHH1931 & RHH1932 & RHH1933 & RHH1934 & RHH1935 & RHH1936 & RHH1937 & RHH1938 & RHH1939 & RHH1940 & RHH1941 & RHH1942 & RHH1943 & RHH1944 & RHH1945 & RHH1946 & RHH1947 & RHH1948 & RHH1949 & RHH1950 & RHH1951 & RHH1952 & RHH1953 & RHH1954 & RHH1955 & RHH1956 & RHH1957 & RHH1958 & RHH1959 & RHH1960 & RHH1961 & RHH1962 & RHH1963 & RHH1964 & RHH1965 & RHH1966 & RHH1967 & RHH1968 & RHH1969 & RHH1970 & RHH1971 & RHH1972 & RHH1973 & RHH1974 & RHH1975 & RHH1976 & RHH1977 & RHH1978 & RHH1979 & RHH1980 & RHH1981 & RHH1982 & RHH1983 & RHH1566 & RHH1567 & RHH1568 & RHH1569 & RHH1571 & RHH1572 & RHH1573 & RHH1574 & RHH1575 & RHH1576 & RHH1577 & RHH1578 & RHH1579 & RHH1580 & RHH1581 & RHH1582 & RHH1583 & RHH1584 & RHH1585 & RHH1586 & RHH1587 & RHH1588 & RHH1589 & RHH1590 & RHH1591 & RHH1592 & RHH1593 & RHH1594 & RHH1595 & RHH1596 & RHH1597 & RHH1598 & RHH1599 & RHH1600 & RHH1601 & RHH1602 & RHH1603 & RHH1604 & RHH1605 & RHH1606 & RHH1607 & RHH1608 & RHH1609 & RHH1610 & RHH1611 & RHH1612 & RHH1613 & RHH1614 & RHH1615 & RHH1616 & RHH1617 & RHH1618 & RHH1619 & RHH1620 & RHH1621 & RHH1622 & RHH1623 & RHH1624 & RHH1625 & RHH1626 & RHH1627 & RHH1628 & RHH1629 & RHH1630 & RHH1631 & RHH1632 & RHH1633 & RHH1635 & RHH1636 & RHH1639 & RHH1640 & RHH1641 & RHH1642 & RHH1643 & RHH1644 & RHH1645 & RHH1646 & RHH1647 & RHH1648 & RHH1651 & RHH1652 & RHH1653 & RHH1654 & RHH1657 & RHH1658 & RHH1659 & RHH2464 & RHH2465 & RHH2466 & RHH2467 & RHH2468 & RHH2469 & RHH2470 & RHH2471 & RHH2472 & RHH2473 & RHH2474 & RHH2475 & RHH2476 & RHH2477 & RHH2478 & RHH2479 & RHH2480 & RHH2481 & RHH2482 & RHH2483 & RHH2484 & RHH2485 & RHH2486 & RHH2487 & RHH2488 & RHH2489 & RHH2490 & RHH2491 & RHH2492 & RHH2493 & RHH2494 & RHH2495 & RHH2496 & RHH2497 & RHH2498 & RHH2499 & RHH2500 & RHH2501 & RHH2502 & RHH2503 & RHH2504 & RHH2505 & RHH2506 & RHH2507 & RHH2508 & RHH2509 & RHH2510 & RHH2511 & RHH2512 & RHH2513 & RHH2514 & RHH2515 & RHH2516 & RHH2517 & RHH2518 & RHH2519 & RHH2520 & RHH2521 & RHH2522 & RHH2523 & RHH2524 & RHH2525 & RHH2526 & RHH2527 & RHH2528 & RHH2529 & RHH2530 & RHH2531 & RHH2532 & RHH2533 & RHH2534 & RHH2535 & RHH2536 & RHH2537 & RHH2538 & RHH2539 & RHH2540 & RHH2541 & RHH2542 & RHH2543 & RHH2544 & RHH2545 & RHH2546 & RHH2547 & RHH2548 & RHH2549 & RHH2550 & RHH2551 & RHH2552 & RHH2553 & RHH2554 & RHH2555 & RHH2556 & RHH2557 & RHH2558 & RHH2559 & RHC6558 & RHC6559 & RHC6560 & RHC6561 & RHC6562 & RHC6563 & RHC6564 & RHC6565 & RHC6566 & RHC6567 & RHC6568 & RHC6569 & RHC6570 & RHC6571 & RHC6572 & RHC6573 & RHC6574 & RHC6575 & RHC6576 & RHC6577 & RHC6578 & RHC6579 & RHC6580 & RHC6581 & RHC6582 & RHC6583 & RHC6584 & RHC6585 & RHC6586 & RHC6587 & RHC6588 & RHC6589 & RHC6590 & RHC6591 & RHC6592 & RHC6593 & RHC6594 & RHC6595 & RHC6596 & RHC6597 & RHC6598 & RHC6599 & RHC6600 & RHC6601 & RHC6602 & RHC6603 & RHC6604 & RHC6605 & RHC6606 & RHC6607 & RHC6608 & RHC6609 & RHC6610 & RHC6611 & RHC6612 & RHC6613 & RHC6614 & RHC6615 & RHC6616 & RHC6617 & RHC6618 & RHC6619 & RHC6620 & RHC6621 & RHC6622 & RHC6623 & RHC6624 & RHC6625 & RHC6626 & RHC6627 & RHC6628 & RHC6629 & RHC6630 & RHC6631 & RHC6632 & RHC6633 & RHC6634 & RHC6635 & RHC6636 & RHC6637 & RHC6638 & RHC6639 & RHC6640 & RHC6641 & RHC6642 & RHC6643 & RHC6644 & RHC6645 & RHC6646 & RHC6647 & RHC6648 & RHC6649 & RHC6650 & RHC6651 & RHC6652 & RHC6653 & RHO238 & RHO239 & RHO240 & RHO241 & RHO242 & RHO243 & RHO244 & RHO245 & RHO246 & RHO247 & RHO248 & RHO249 & RHO250 & RHO251 & RHO252 & RHO253 & RHO254 & RHO255 & RHO256 & RHO257 & RHO258 & RHO259 & RHO260 & RHO261 & RHO262 & RHO263 & RHO264 & RHO265 & RHO266 & RHO267 & RHO268 & RHO269 & RHO270 & RHO271 & RHO272 & RHO273 & RHO274 & RHO275 & RHO276 & RHO277 & RHO278 & RHO279 & RHO280 & RHO281 & RHO282 & RHO283 & RHO284 & RHO285 & RHO286 & RHO287 & RHO288 & RHO289 & RHO290 & RHO291 & RHO292 & RHO293 & RHO294 & RHO295 & RHO296 & RHO297 & RHO298 & RHO299 & RHO300 & RHO301 & RHO302 & RHO303 & RHO304 & RHO305 & RHO306 & RHO307 & RHO308 & RHO310 & RHO311 & RHO312 & RHO313 & RHO314 & RHO315 & RHO316 & RHO317 & RHO318 & RHO319 & RHO320 & RHO321 & RHO322 & RHO323 & RHO324 & RHO325 & RHO326 & RHO327 & RHO329 & RHO330 & RHO331 & RHO332 & RHO333 & RHO335 & RHO336 & RHO337 & RHO338 & RHO339 & RHO342 & RHO343 & RHO344 & RHO345 & RHO346 & RHO348 & RHO350 & RHO351 & RHO352 & RHO353 & RHO354 & RHO355 & RHO356 & RHO358 & RHO359 & RHO360 & RHO361 & RHO362 & RHO363 & RHO364 & RHO366 & RHO367 & RHO368 & RHO369 & RHO370 & RHO371 & RHO372 & RHO374 & RHO375 & RHO376 & RHO377 & RHO378 & RHO379 & RHO380 & RHO382 & RHO383 & RHO384 & RHO385 & RHO386 & RHO387 & RHO388 & RHO390 & RHO391 & RHO392 & RHO393 & RHO394 & RHO395 & RHO396 & RHO397 & RHO398 & RHO399 & RHO400 & RHO401 & RHO402 & RHO403 & RHO404 & RHO406 & RHO407 & RHO408 & RHO409 & RHO410 & RHO411 & RHO412 & RHO413 & RHO414 & RHO415 & RHO416 & RHO417 & RHO418 & RHO419 & RHO420 & RHO422 & RHO423 & RHO424 & RHO425 & RHO426 & RHO427 & RHO428 & RHO432 & RHO433 & RHO434 & RHO435 & RHO436 & RHO437 & RHO439 & RHO440 & RHO441 & RHO442 & RHO443 & RHO444 & RHO447 & RHO448 & RHO449 & RHO450 & RHO451 & RHO452 & RHO454 & RHO455 & RHO456 & RHO457 & RHO458 & RHO459 & RHO460 & RHO461 & RHO462 & RHO463 & RHO464 & RHO465 & RHO466 & RHO467 & RHO468 & RHO469 & RHO470 & RHO471 & RHO472 & RHO473 & RHO474 & RHO475 & RHO476 & RHO477 & RHO478 & RHO479 & RHO480 & RHO481 & RHO482 & RHO483 & RHO484 & RHO485 & RHO486 & RHO487 & RHO488 & RHO489 & RHO490 & RHO491 & RHO492 & RHO493 & RHO494 & RHO495 & RHO496 & RHO497 & RHO498 & RHO499 & RHO500 & RHO501 & RHO502 & RHO503 & RHO504 & RHO505 & RHO506 & RHO507 & RHO508 & RHO509 & RHO510 & RHO511 & RHO512 & RHO513 & RHO514 & RHO515 & RHO516 & RHO517 & RHO518 & RHO519 & RHO520 & RHO521 & RHO522 & RHO523 & RHO524 & RHO525 & RHO536 & RHO537 & RHO538 & RHO539 & RHO540 & RHO543 & RHO544 & RHO545 & RHO546 & RHO547 & RHO548 & RHO551 & RHO552 & RHO554 & RHO556 & RHO559 & RHO560 & RHO561 & RHO562 & RHO564 & RHO567 & RHO568 & RHO569 & RHO570 & RHO575 & RHO576 & RHO577 & RHO578 & RHO579 & RHO580 & RHO581 & RHO583 & RHO584 & RHO585 & RHO586 & RHO587 & RHO588 & RHO589 & RHO591 & RHO592 & RHO593 & RHO594 & RHO595 & RHO596 & RHO597 & RHO599 & RHO600 & RHO601 & RHO602 & RHO604 & RHO605 & RHO607 & RHO608 & RHO609 & RHO610 & RHO612 & RHO615 & RHO616 & RHO617 & RHO618 & RHO620 & RHO622 & RHO623 & RHO624 & RHO625 & RHO626 & RHO627 & RHO628 & RHO629 & RHO630 & RHO631 & RHO632 & RHO633 & RHO634 & RHO635 & RHO636 & RHO637 & RHO638 & RHO639 & RHO640 & RHO641 & RHO642 & RHO643 & RHO644 & RHO645 & RHO646 & RHO647 & RHO648 & RHO649 & RHO650 & RHO651 & RHO652 & RHO653 & RHO654 & RHO655 & RHO656 & RHO657 & RHO658 & RHO659 & RHO660 & RHO661 & RHO663 & RHO664 & RHO665 & RHO666 & RHO667 & RHO668 & RHO669 & RHO670 & RHO671 & RHO672 & RHO673 & RHO674 & RHO675 & RHO676 & RHO677 & RHO678 & RHO679 & RHO680 & RHO681 & RHO682 & RHO683 & RHO684 & RHO685 & RHO686 & RHO687 & RHO688 & RHO689 & RHO691 & RHO692 & RHO693 & RHO694 & RHO695 & RHO696 & RHO697 & RHO698 & RHO699 & RHO700 & RHO701 & RHO702 & RHO703 & RHO704 & RHO705 & RHO706 & RHO707 & RHO708 & RHO709 & RHO711 & RHO712 & RHO713 & RHO714 & RHO715 & RHO716 & RHO717\\\\\n",
       "  & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl> & <dbl>\\\\\n",
       "\\hline\n",
       "\tA2ML1 & 0 &  0.00 &   0.00 &   0.00 &  0.00 &   0.00 &  0.00 &  0.00 &  0.00 &   7.01 &   0.00 &   0.00 &   0.00 & 0.00 &   0.00 &  0.00 &  0.00 &   0.00 &   0.00 &   0.00 & 0.00 &   0.00 &  0.00 &  0.00 &   0.00 & 0.00 &   0.00 &  0.00 &  1.08 &  0.00 &  0.00 &  0.00 &  0.00 & 0.00 & 0.00 &   0.00 &  0.00 &  0.00 &   0.00 &  0.00 &  0.00 & 0.00 &   0.00 & 0.0 &  0.00 & 0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &   0.00 & 0 &  0.00 &  0.00 &   0.00 &  0.00 &   0.00 &  0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &  0.00 &   0.00 &  0.00 &  4.13 &  0.00 & 0.00 &  0.00 &  0.00 &  0.00 &  0.00 & 0.00 & 0.00 & 0.00 &  0.00 &  71.75 &   0.00 &  0.00 & 0.00 &  0.00 &  0.00 &   0.00 & 0 &  0.00 &   0.00 &  0.00 &   0.00 &  0.00 & 0.00 &  0.00 &  0.00 &   0.00 & 0.00 &  0.00 &   0.00 &  0.00 &   0.00 &   0.0 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &    0.00 &   0.00 &   0.00 &   0.00 &    0.00 &   0.00 &   0.00 &   0.0 &    0.00 &    0.00 &   0.00 &   0.00 &    0.00 & 0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.0 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &    0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &    0.00 &  0.00 &   0.00 &   0.00 & 0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &  0.00 &  0.00 &   0.00 &   0.00 &   0.00 &   0.00 &  0.00 &  0.00 & 0.00 & 0 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 & 0.00 & 0.00 &  0.00 &  0.53 & 0 &  0.00 &  0.00 & 0.00 & 0.00 & 0.00 & 0 & 0 & 0.00 &  0.00 &  0.00 &  0.00 &  0.00 &   0.00 & 0 &   0.00 & 0.00 & 0.0 &   0.00 & 0 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 & 0.00 &  0.00 &  0.00 &   0.00 &  0.00 &  0.00 &  0.00 & 0.00 &  0.00 &  0.00 &  0.00 & 0.00 &  0.00 & 0.00 & 0 &  0.00 &  0.00 &  0.00 &  0.00 &   0.00 &  0.00 &  0.95 &  0.00 &  0.00 &  0.00 & 0 & 0.00 &  0.00 &  0.00 &  0.00 &   0.00 &  0.00 &   0.00 &  0.00 & 0.00 &  0.00 &  0.00 & 0 &  0.00 &  0.0 &  28.54 &  0.19 &  0.00 &   0.00 &  0.00 & 0.00 &  0.00 &   0.0 &  0.66 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &  0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &  0.00 &   0.00 &   0.00 &   0.00 &  0.00 &   0.00 &   0.00 &  0.00 &   0.00 &  0.00 &   0.00 & 0.00 &  0.00 &   0.00 &  0.00 &   0.00 &  0.00 &  0.00 &  0.00 &   0.00 &   0.00 &   0.00 &   0.00 &  0.00 &  0.00 &  0.00 &  0.00 &   0.00 &   0.00 &   0.00 &  0.00 &  0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &  0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &  0.00 &   0.00 &   0.00 & 0.00 &   0.00 &   0.00 &   0.00 &  0.00 &   0.00 &   0.00 &  0.00 & 0.00 &  0.00 &  0.00 &   0.00 &   0.00 &   0.00 &  0.00 &   0.0 &   0.00 &  0.00 &  0.00 &  0.00 &   0.00 &  0.00 &   0.00 &   0.00 &   0.00 &  0.00 &   0.00 &   0.00 &  0.00 &   0.00 &   4.64 &   0.00 &  0.00 &   0.00 &  0.00 &   0.00 &   0.00 &  0.00 &  0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &  0.00 &  0.00 &   0.00 &  0.00 &  0.00 &   0.00 &   0.00 &   0.00 &  0.00 & 0.0 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &  0.00 &   0.00 &  0.00 &  0.00 &   0.00 &  0.00 &   0.00 &   0.00 &  0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &  0.00 &   0.00 &   0.00 & 0 &  0.00 &  0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   9.01 &   0.00 &  0.00 &  0.00 &   0.00 &   0.00 & 0 &   0.00 &  0.00 &   0.00 &  0.00 &   0.00 &   0.00 & 0 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &  0.00 &  0.00 &   0.00 &  0.00 &   0.00 &   0.00 &   0.00 &   0.00 &  0.00 &   0.00 &   0.00 &   0.00 &   0.00 &  0.00 &  0.00 &   0.00 &   0.00 &  0.00 &   0.00 &  0.00 &   0.00 & 0.0 &  0.00 &  0.00 &  0.00 &  0.00 &   0.00 &   0.00 &  0.00 &   0.00 &  0.00 &  0.0 &  0.00 &   0.00 &  0.00 &  0.00 & 0 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 & 0.00 &   0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &   0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &   0.00 &   0.00 &  0.00 &  0.00 &  0.00 &   0.00 &  0.00 &   0.00 &  0.00 & 0.00 &  0.00 &  0.00 &  0.00 &   0.00 &  0.00 &  0.00 &  0.00 &  0.00 &   0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 & 0 &  0.00 &   0.00 &  0.00 & 39.92 &  0.00 &  0.00 & 0.00 & 0 &  0.00 &  0.00 &   0.00 &  0.00 &  0.00 &   0.00 &   0.00 &  11.45 &  2.00 &  0.00 &   0.00 &   3.94 &  0.00 &   1.90 &  12.21 & 10.53 &   0.00 &  0.00 &   0.00 &  16.37 &  0.00 & 10.15 &  0.00 &  29.31 &  0.40 &  0.00 &   0.00 &   1.31 & 0.00 &  2.28 &  1.81 & 0.00 & 33.72 &  0.00 &   0.00 &  0.00 &   0.00 &  1.17 &  0.00 &  0.00 &  0.00 &   0.22 & 34.73 & 0.00 &   0.00 &   0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &   0.00 &   4.98 &  28.75 &  0.00 &  6.35 &  0.00 &   3.35 &  0.00 &  0.00 &  27.37 &   0.35 &   0.00 &  0.00 &  0.00 &  0.44 &  0.00 &  19.03 &   0.00 &   0.00 &   6.76 &  0.00 &  0.28 &  0.00 &  0.00 &  0.00 &   2.24 &  2.84 &  0.25 &  0.00 &  0.00 &  0.00 & 59.48 &   0.00 &   0.00 &  0.16 &  0.00 &  0.00 &  4.40 &  0.00 & 13.97 &   0.00 &   0.00 &  0.00 & 0.00 &  5.26 & 21.62 &   2.53 &  0.71 &  0.00 &  17.82 &  0.00 & 13.75 & 0.00 &  7.84 &  0.00 & 15.47 & 36.50 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  1.07 &   2.11 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.0 &  0.00 &  0.00 & 22.66 &  0.00 & 9.02 &  0.00 & 26.86 &  0.00 &  0.00 &  2.50 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  8.45 & 0.41 &  0.00 &  7.46 & 52.92 & 9.41 & 4.73 &  1.16 &  0.00 & 0.00 & 0.0 &  0.32 &  0.00 & 17.24 & 6.35 &  0.0 &  6.34 &  0.00 &  0.00 & 0.25 &  5.20 & 16.07 &  0.00 &  0.00 &  3.07 &  0.00 & 24.36 &  0.00 & 19.92 & 0.00 &  9.64 &  5.71 &  0.00 &  7.57 &  1.22 &  3.16 &  0.00 &  0.00 &  0.00 & 8.13 & 74.61 & 17.80 &  3.36 &  0.42 &  0.00 &  0.0 & 0.00 &  0.00 & 0.00 &  0.00 &  0.00 & 0.00 &  4.00 &   4.61 &  0.00 &  4.69 &  4.00 &  0.00 &  3.41 & 22.11 &   0.00 &   0.00000 &  0.0000 &  0.00000 &   0.0000 &  0.000000 &  0.00000 &  0.000000 &   0.00000 &  0.000000 &   0.00000 &  0.00000 &  0.000000 &   0.000000 &   0.00000 &   0.000000 &  0.000000 &   0.00000 &  0.000000 &   0.00000 &  0.000000 & 0.000000 &  0.00000 &   0.00000 &  0.00000 & 0.000000 & 0.000000 &  0.00000 &  0.00000 &   0.000000 &   0.00000 &   0.000000 &   0.0000 &  0.000000 &  0.00000 &  0.00000 &  0.0000 &  0.0000000 &   0.000000 &   0.000000 & 0.000000 &  0.00000 &   0.0000 &  0.000000 &  0.00000 &   0.000000 &  0.0000000 &  0.00000 &   0.0000 &   0.0000000 &   0.0000 &   0.0000 & 0.000000 &  0.00000 &   0.00000 &   0.00000 & 0 &   0.000000 &   0.0000 &  0.000000 &  0.00000 &  0.00000 & 0 & 0 &  0.000000 &  0.00000 &  0.00000 & 0.00000 &   0.00000 &   0.00000 &  0.000000 &  0.00000 &   0.00000 &  0.00000 & 0.000000 &  0.000000 &  0.00000 &  0.00000 &   0.0000 &   0.0000 &  0.000000 &  0.000000 & 0.000000 &   0.000 &  0.00000 &   0.000000 &  0.000000 &  0.000000 & 0.000000 &  0.00000 &   0.00000 &   0.000000 &  0.000000 &  0.000000 & 0 &  0.00 & 0 &   0.00 & 0 & 0 &  0.00 &  0.00 &  0.00 &  0.00 &   0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.0 &   0.00 &  0.0 & 0 &  0.00 &  0.00 &  0.00 &   0.00 &  0.00 &  0.00 &   0.00 &  0.00 &   0.0 &   0.00 &   0.00 & 0 &  3.37 &   0.00 &  0.00 &   0.00 &  0.00 &   0.00 &  0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 & 0 &  0.00 &   0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &   0.00 &   0.0 &  0.00 & 0 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &   0.00 &   0.00 &   0.00 &  0.00 &  0.00 &   0.00 & 191.77 & 0.00 &  0.00 & 0 &   0.00 &  0.00 &  0.0 &  0.00 &  0.00 &   0.00 & 0 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 & 0 & 0.00 &  0.0 &  0.00 & 0 &   0.00 & 0 &   0.00 &  0.00 &  0.00 & 0.00 &  0.00 &  0.00 &  0.00 &   0.00 & 0.00 & 0 & 0 &   0.00 & 0.00 &  0.00 &  0.00 &  0.00 &  0.00 & 0.00 & 0 & 0.00 &  0.00 &  0.00 &   0.00 &  0.00 &   0.00 &  0.00 &  0.00 &  0.00 & 0.00 & 0.00 & 0 & 0.00 &  0.00 & 0.00 & 0 &   0.00 &  0.00 &  0.00 &  0.00 & 0.00 & 0.00 & 0 & 0 & 0.00 & 0 & 0.00 &  0.00 &  0.00 & 0.00 & 0.00 &  0.00 &  0.00 &   0.00 & 0.00 & 0.00 &  0.00 &  0.00 & 0.00 & 0 &  0.00 & 0.00 & 0.00 &  0.00 &  0.00 &  0.00 &  0.00 & 0 & 0 & 0.00 & 0.00 & 0.00 &  0.00 & 0 & 0 & 0 & 0 &  0.00 & 0.00 & 0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 & 0.00 &  0.00 & 0.00 & 0 & 0 & 0.00 & 0 &  0.00 &  0.00 & 0 &  0.00 & 0 &  0.00 & 0 &  0.00 & 0.00 & 0 & 0 & 0 & 0.00 & 0 & 0 & 0 & 0.00 & 0.00 & 0 & 0.00 & 0.00 & 0.00 &   0.00 &  0 & 0.00 &  0.00 &  0.00 &  0.00 &  0.00 & 0 &  0.00 &   0.00 & 0 &  0.00 &  0.00 & 0.00 & 0 & 0.00 & 0 &  0.00 & 0 & 0 & 0 &  0.0 & 0 &   0.0 &  0.00 & 0 &   0.00 & 0.00 & 0 & 0 & 0 &  0.00 & 0.00 &  0.00 &  0.00 &  0.00 & 0 &  0.00 & 0.00 & 0.00 &  0.00 & 0.00 &  0.00 &  0.00 &  0.00 &  0.00 &   0.00 &  0.00 &  0.00 &  0.00 & 0 &   0 &  0.00 & 0.00 &  0.00 & 0 &  0.00 &  0.00 & 0.00 &  0.00 &  0.00 & 0.00 & 0 &   0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 & 0.00 &  0.00 & 0.00 &  0.00 &  0.00 &  0.0 &  0.00 &  0.00 & 0.00 &  0.00 &  0.00 &  0.00 &  0.00 & 0 & 0.00 &  0.00 & 0.00 &  0.00 &  0.00 &  0.00 &  0.00 & 0.00 & 0 & 0 & 0.00 & 0.00 &  0.00 &  0.00 &   0.00 &  0.00 &  0.00 & 0 &  0.00 &   0.00 &  0.00 & 0.00 &  0.00 &  0.00 &  0.00 &   0.00 &  0.00 & 0.00 &  0.00 & 0.00 & 0.00 & 0.00 &  0.00 &  0.00 & 0.00 &  0.0 & 0.00 &  0.00 & 0.00 &  0.0\\\\\n",
       "\tAAAS & 0 & 93.09 & 111.26 &   0.00 & 32.37 &   0.00 &  0.00 & 97.36 & 15.79 & 116.97 &  90.54 &  10.82 &  35.59 & 1.63 & 174.88 &  0.00 &  0.00 & 155.12 &  19.34 &   0.00 & 3.99 &  34.54 &  0.00 & 33.56 & 193.96 & 0.00 & 272.18 & 53.61 & 19.02 & 72.27 &  0.00 & 79.37 &  3.10 & 2.65 & 0.00 &  54.91 & 12.58 & 12.79 & 125.24 & 18.66 & 56.54 & 0.00 &  77.03 & 1.4 &  7.04 & 2.85 &  3.67 &  0.00 &  0.00 & 37.31 &  7.27 &  1.95 & 73.58 &  34.83 & 0 & 40.84 & 13.69 & 141.29 & 46.83 &  13.07 & 74.21 & 135.32 & 119.00 &  28.02 &   0.00 & 192.99 & 33.10 & 248.54 &  4.22 &  0.00 &  0.00 & 0.00 &  0.00 & 52.14 &  0.00 &  4.43 & 6.88 & 6.26 & 0.95 &  0.00 &   0.00 &  19.11 &  0.00 & 2.84 & 35.86 & 39.81 & 137.59 & 0 & 40.17 & 104.79 & 57.20 & 150.95 &  0.00 & 4.59 &  0.00 & 25.50 &  13.76 & 0.00 &  0.00 &  77.50 &  9.42 &  56.13 &   0.0 &  24.95 &  42.64 &  82.21 &  34.35 &   0.00 &  34.30 &   0.00 &  80.55 & 143.41 &  29.51 &  30.95 &   29.52 &   0.00 &   0.00 &  20.59 &   40.13 &  12.80 &  74.42 &   0.0 &   24.51 &   11.45 &  33.30 &  17.61 &   67.37 & 0.00 &   1.99 &  38.54 &  27.77 &  12.91 &   0.00 &  10.45 & 122.58 &  73.3 &  11.56 &   0.00 &   0.00 &   8.16 &  72.75 &  12.04 &   0.00 &    0.00 &  17.14 &  37.95 &   0.00 &  75.29 &   5.97 &  20.42 &   0.00 &   0.00 &   4.68 &   0.00 &   0.00 &  37.64 &   0 &   0.00 &  27.94 &   7.07 &   4.32 &  12.97 &   0.00 &  74.73 &   0.00 &  14.86 &  60.27 &   4.64 &   35.79 &  9.69 &  95.49 &   0.00 & 1.71 &   0.00 &  13.47 &  62.14 &   0.00 &  50.37 &  82.13 &  25.78 &  1.51 &  0.00 &   0.00 &   0.00 &   0.00 &   0.00 & 52.29 &  0.00 & 6.15 & 0 &  0.81 &  0.00 & 11.47 &  0.00 &  0.00 &  2.57 &  9.28 & 13.78 & 18.78 & 70.84 & 19.12 & 0.00 & 0.00 &  0.00 &  0.00 & 0 & 23.68 &  0.00 & 0.00 & 9.93 & 0.00 & 0 & 0 & 1.28 & 10.56 & 59.21 & 12.99 &  2.59 & 186.54 & 0 & 137.64 & 0.00 & 0.0 & 103.12 & 0 &  0.00 &  0.00 & 60.54 & 68.49 & 27.78 &  8.71 &  0.00 & 48.86 & 40.61 & 0.00 &  0.72 & 16.38 &  93.26 & 15.70 &  2.76 & 77.05 & 2.08 &  1.25 & 43.71 & 39.40 & 0.00 & 36.07 & 0.00 & 0 &  2.23 &  0.00 & 35.42 & 48.64 &   0.00 & 64.00 & 53.70 &  4.99 & 52.47 & 44.22 & 0 & 0.00 & 35.63 & 23.58 & 69.08 & 118.88 & 73.92 & 110.65 &  8.72 & 0.00 & 44.07 &  3.67 & 0 & 49.80 &  0.0 & 131.05 & 25.02 & 48.21 & 101.47 & 44.21 & 0.89 & 25.43 & 142.4 &  8.97 &   0.00 &  84.50 &   0.00 & 108.49 &  54.17 & 16.63 &  25.36 &  18.46 &  73.96 &   3.90 &   8.92 & 40.86 &  70.16 & 156.61 &  11.09 & 17.80 &   0.00 & 182.94 &  0.00 & 117.97 &  4.81 &   0.00 & 0.00 & 88.46 & 110.94 &  0.00 &   0.00 & 25.93 &  0.00 & 14.65 &  31.02 &  14.62 &  66.14 &  65.64 &  2.70 &  0.00 & 12.89 & 17.27 &  25.06 &   0.00 &  39.75 &  0.00 &  0.00 &   0.00 &   5.25 &  84.66 & 123.82 & 133.77 &  0.00 &   4.73 &  53.82 &   8.96 &   0.00 &  79.85 &  52.35 &  68.60 &   1.80 &   0.00 & 289.04 & 17.35 &   0.00 &  75.32 & 0.00 &   5.33 & 178.07 &   0.00 & 90.13 &   0.00 & 157.98 & 66.99 & 0.00 & 45.98 & 54.75 &   4.08 & 138.01 &   1.49 &  0.00 &   0.0 &   0.00 &  5.08 & 25.57 & 79.18 &   0.00 &  7.78 &  94.84 &  15.68 &  21.45 &  0.00 &  79.87 &  76.56 & 22.72 &   0.00 &   5.75 &  27.71 & 22.94 &   0.00 &  0.00 &  23.31 &  25.48 & 87.69 &  0.00 &   0.00 &  98.28 &   7.27 &   0.00 &   0.00 & 73.75 & 16.03 &  24.42 &  0.00 &  0.00 &   0.00 &   0.00 &   0.00 & 70.39 & 0.0 &   0.00 & 175.19 & 163.67 & 107.18 &   0.00 &  23.26 & 114.15 &   6.27 &   0.00 &  8.92 &   6.50 &  0.00 &  0.00 &   0.00 &  4.18 &  45.65 &   0.00 & 72.28 &  31.49 &  23.48 &  18.18 &   0.00 &  64.81 &   0.00 &  0.00 &   7.01 &   1.71 & 0 &  2.66 & 14.54 &   0.00 &  58.90 &  10.67 &  96.59 &   0.00 &  11.07 & 97.06 & 61.68 & 113.00 &  68.19 & 0 &   0.00 &  0.00 &  52.62 &  0.00 &   1.94 &   6.86 & 0 &  57.79 &   0.00 &  10.04 &   0.00 & 148.26 &   2.88 &   4.40 &   5.10 &  23.29 & 139.90 & 145.56 & 64.87 &  0.00 &   0.00 &  4.52 &   2.85 &  97.06 &   3.56 &  60.58 &  0.00 & 121.75 &   5.33 &   0.00 & 100.54 &  0.00 &  5.77 &   0.00 &   0.00 & 20.23 &  21.69 & 21.77 &  79.08 & 0.0 &  0.00 & 11.33 & 11.38 &  0.00 &  21.57 &   0.00 &  0.00 &   0.00 & 16.04 &  0.0 &  0.00 &   0.00 & 11.60 &  2.61 & 0 &  5.31 & 64.14 & 61.41 &  0.00 & 37.09 &  0.00 & 0.00 &   0.00 & 17.73 &  4.39 &  0.00 &  0.00 & 18.01 & 11.21 &   0.00 &  4.63 & 98.30 & 44.89 & 48.08 &  0.00 &   0.00 &  22.93 & 24.02 &  0.00 & 43.04 & 124.28 &  0.00 &  31.78 &  0.00 & 0.00 &  0.00 &  3.27 &  6.70 &  30.82 &  0.00 &  1.93 &  5.47 &  0.00 &  26.45 &  0.00 & 11.12 &  2.28 & 54.79 &  0.00 & 10.72 &  5.76 &  2.08 &  0.00 &  0.00 & 0 &  5.89 &   1.98 &  0.00 &  0.00 & 39.20 &  0.00 & 0.00 & 0 &  0.98 &  0.00 &   0.00 & 27.10 &  0.82 &  26.10 & 113.04 &  14.82 & 69.94 & 74.42 &  13.89 &  71.67 & 56.77 &  22.09 &   7.90 & 93.22 &  14.21 & 14.69 & 158.66 &  14.48 & 49.03 &  3.75 & 72.01 & 124.30 & 89.23 & 48.63 &  46.01 &  95.87 & 0.00 &  0.00 & 93.42 & 0.00 & 19.96 & 41.66 &  31.16 &  6.50 &  62.20 & 16.75 & 58.84 &  6.97 & 96.93 & 104.73 &  0.00 & 0.00 &   0.00 &  26.56 & 59.81 & 42.41 & 41.32 &  6.26 & 57.27 &   8.39 &   3.57 &  27.32 & 34.36 &  2.81 & 27.87 &  69.70 & 66.37 &  0.34 &  90.48 & 109.53 &  15.69 &  0.00 &  2.84 & 37.21 &  2.66 &  11.91 &  12.00 &  67.54 &   0.00 &  1.09 & 87.26 & 37.60 & 57.76 & 24.95 & 176.42 &  8.30 & 15.66 &  0.00 & 83.35 & 18.67 & 74.63 &   0.00 & 189.33 & 75.25 & 51.31 &  6.75 & 46.64 & 50.29 & 48.25 &  57.40 &  26.80 & 56.28 & 0.00 & 36.13 & 15.49 & 139.08 & 36.34 & 76.33 & 111.69 &  0.00 & 23.92 & 5.10 & 26.53 & 22.99 & 16.78 & 31.03 & 66.90 & 24.53 &  0.00 & 36.48 &  0.00 & 10.66 & 134.33 & 20.03 &  0.00 & 21.86 &  0.00 & 57.62 &  0.0 & 35.60 &  0.00 & 35.01 & 33.83 & 0.00 &  0.00 &  0.00 &  6.77 &  0.00 & 96.95 & 66.09 &  0.00 &  2.49 & 95.25 & 54.01 & 14.24 & 0.00 & 33.59 & 53.66 & 56.98 & 3.05 & 1.15 & 14.87 & 52.43 & 4.73 & 0.0 &  0.00 &  0.00 & 20.87 & 7.36 &  0.0 & 15.66 & 16.61 &  0.00 & 0.00 & 65.58 & 17.91 &  0.00 & 14.24 &  3.33 &  4.70 & 41.70 &  0.00 &  0.00 & 0.00 &  8.66 & 15.09 &  0.00 &  5.05 & 23.84 & 16.73 & 25.81 &  5.68 &  0.00 & 3.26 & 11.49 &  0.00 &  8.93 &  3.44 & 46.03 & 29.8 & 1.70 &  0.00 & 4.11 &  0.00 & 11.37 & 0.00 & 64.04 & 379.22 & 13.45 &  4.49 &  7.72 & 12.43 & 21.74 & 29.53 & 278.33 & 175.52035 &  0.0000 & 41.04880 &   0.0000 &  0.000000 & 45.06988 &  0.000000 &  27.42312 & 21.340518 &  12.44342 &  0.00000 & 21.977096 &   0.000000 &  11.61180 &  18.712941 &  0.000000 &  34.99993 & 98.573946 &   0.00000 &  8.619792 & 0.000000 & 44.42094 &   0.00000 &  0.00000 & 3.242308 & 0.000000 &  0.00000 &  0.00000 &   3.900118 &  29.41435 &  22.021475 &   0.0000 &  6.629753 &  0.00000 & 66.25545 &  0.0000 &  1.9367255 &  10.666705 &   0.000000 & 0.000000 & 61.58401 &   0.0000 & 21.603054 & 27.90306 &   6.508057 & 30.1847969 & 53.50012 & 109.6299 & 331.5170273 &   0.0000 &   0.0000 & 0.000000 & 26.79145 &   5.47076 &   8.27087 & 0 &  76.987494 &   0.0000 & 28.884172 & 73.62601 & 85.80608 & 0 & 0 &  1.671274 & 15.46687 &  0.00000 & 0.00000 &  90.22912 &   0.00000 &  0.000000 & 14.73873 &   0.00000 &  0.00000 & 0.000000 &  1.281263 &  0.00000 & 15.11730 &   0.0000 &  19.3169 &  0.000000 &  4.907629 & 0.000000 &   0.000 &  0.00000 &   0.000000 & 35.521180 &  0.000000 & 0.000000 & 11.22983 &  40.11976 &   6.988864 &  4.955737 & 36.286647 & 0 & 45.48 & 0 &   0.00 & 0 & 0 &  0.00 & 83.63 &  9.86 &  0.00 &   8.97 &  0.00 &  0.00 &  1.77 &  0.00 &  0.0 &  63.40 &  0.0 & 0 &  0.00 & 33.55 &  3.50 &   0.00 &  0.00 & 32.82 & 230.71 & 43.64 &   0.0 &   0.00 &   0.00 & 0 &  3.58 &   0.00 & 30.93 &  65.40 &  3.28 &   0.00 &  0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   2.79 & 0 &  0.00 &   0.00 &  0.00 &  0.00 &  0.00 &  0.00 & 64.34 &  15.50 &   0.0 & 19.08 & 0 &  0.00 &  0.00 & 22.05 &  0.00 &  8.60 &   5.36 &   0.00 &  84.70 &  1.05 & 46.92 &   0.00 &   0.00 & 0.00 &  0.00 & 0 &   0.00 &  0.00 & 26.7 &  0.00 &  0.00 &   0.00 & 0 &  0.00 & 39.93 &  0.00 & 45.52 &  0.00 & 26.95 &  0.00 & 0 & 0.00 &  0.0 &  0.00 & 0 &  63.72 & 0 & 106.95 & 29.66 &  0.00 & 0.00 &  6.29 & 75.68 &  2.93 & 306.50 & 2.39 & 0 & 0 & 145.88 & 0.00 &  2.13 &  0.00 &  0.00 & 10.64 & 1.35 & 0 & 0.00 & 72.04 &  0.00 & 253.71 & 14.75 & 244.05 &  0.00 & 15.18 &  0.00 & 8.87 & 0.00 & 0 & 0.00 & 33.47 & 0.00 & 0 &  39.25 &  0.00 & 33.84 & 10.67 & 0.00 & 0.00 & 0 & 0 & 0.00 & 0 & 0.00 & 66.86 & 11.94 & 0.00 & 0.00 &  0.00 & 12.52 & 220.98 & 2.71 & 1.74 & 29.44 &  0.00 & 4.64 & 0 &  0.00 & 0.00 & 2.79 &  0.00 & 53.33 & 33.39 &  0.00 & 0 & 0 & 0.00 & 0.00 & 7.48 & 43.47 & 0 & 0 & 0 & 0 &  0.00 & 0.00 & 8.39 &  0.00 &  0.00 & 28.04 &  0.00 &  0.00 & 1.21 &  0.00 & 0.00 & 0 & 0 & 2.58 & 0 & 10.36 &  8.23 & 0 &  0.00 & 0 &  0.00 & 0 &  0.00 & 0.00 & 0 & 0 & 0 & 1.13 & 0 & 0 & 0 & 0.00 & 0.00 & 0 & 0.00 & 2.65 & 0.00 & 111.26 &  0 & 7.74 & 34.17 & 22.23 &  0.00 &  0.00 & 0 & 68.23 & 223.65 & 0 &  0.00 &  0.00 & 0.00 & 0 & 0.00 & 0 &  0.00 & 0 & 0 & 0 &  0.0 & 0 &   0.0 &  0.00 & 0 & 379.73 & 0.00 & 0 & 0 & 0 & 24.29 & 0.00 & 38.43 & 60.81 &  2.72 & 0 & 59.50 & 0.00 & 0.00 &  0.00 & 5.02 & 20.06 &  0.00 &  0.00 &  0.00 &   0.00 & 65.95 & 69.57 & 15.51 & 0 & 287 &  4.33 & 7.94 &  0.00 & 0 & 18.21 &  0.00 & 0.00 &  0.00 & 16.81 & 0.00 & 0 & 115.46 & 21.81 & 21.63 &  0.00 &  6.28 & 27.89 &  0.00 & 0.00 & 17.59 & 0.00 &  0.00 & 11.80 &  0.0 & 33.06 &  2.68 & 5.06 & 53.51 &  0.00 &  0.00 & 34.60 & 0 & 0.00 &  0.00 & 0.00 &  1.81 &  0.00 &  0.00 &  0.00 & 0.00 & 0 & 0 & 0.00 & 6.08 & 61.59 &  0.00 & 156.80 & 41.65 & 14.89 & 0 &  1.18 &   0.00 & 32.99 & 0.00 &  0.00 &  0.00 & 21.98 & 241.67 & 55.78 & 1.74 &  0.00 & 0.00 & 0.00 & 0.00 & 13.60 & 19.91 & 3.10 &  1.6 & 8.98 &  5.48 & 0.00 &  0.0\\\\\n",
       "\tAACS & 0 &  0.00 &   0.00 &   0.00 &  0.00 &   1.30 &  0.00 &  0.00 &  0.00 &   0.00 &   0.00 &   0.00 &   0.00 & 0.00 &   5.22 &  0.00 &  1.75 &   4.74 &   4.61 & 143.68 & 0.00 &   9.03 &  0.00 & 27.63 &   0.00 & 0.00 &   0.00 &  8.66 &  0.00 &  8.40 &  4.28 &  0.00 &  1.22 & 0.00 & 0.00 &   3.48 &  0.00 &  0.00 &   6.51 &  0.00 &  0.00 & 0.00 & 256.30 & 0.0 & 46.30 & 0.00 &  0.00 &  0.84 &  0.00 &  6.74 &  0.00 &  0.00 & 15.74 &   0.00 & 0 &  0.00 &  0.00 &   0.00 &  7.44 &   4.03 &  0.00 &   0.00 &   0.00 &  36.02 &   1.97 &   0.00 &  0.00 &   0.00 &  0.00 & 23.64 &  0.00 & 0.00 &  0.00 &  1.48 &  0.00 &  0.00 & 0.00 & 0.00 & 2.64 &  0.00 &   0.00 &  25.12 & 75.00 & 3.14 &  0.00 &  0.00 &   0.00 & 0 &  0.00 &   0.00 &  0.00 &   0.00 & 29.29 & 0.00 &  0.00 &  0.00 &   4.40 & 0.00 &  0.00 &   0.00 &  7.82 &   0.00 &   0.0 &   0.00 &   2.72 &   0.00 &  17.56 &   0.00 &  23.25 &   0.00 &   0.00 &  29.52 &  48.94 &   0.00 &    0.00 &   0.00 &   4.90 &   0.00 &    9.84 & 138.96 &  33.87 &   0.0 &    1.51 &    0.00 &   4.08 &  88.18 &   41.76 & 0.00 &  21.06 &   0.00 &   0.00 &   0.00 &  11.53 &   0.00 &   0.00 &   0.0 &   1.06 &  11.56 &  56.91 & 110.25 &  62.50 &   0.79 &  30.56 &    9.79 &   0.00 &   0.00 &  51.20 &   7.45 &   0.00 &  12.40 &   0.62 &   1.89 &   9.20 &   0.00 &   7.22 &   0.00 &   0 &   0.00 &  79.77 &   0.00 &   0.00 &   2.44 &   3.96 &  11.27 &   9.47 & 117.83 &  17.30 &   0.00 &    3.31 &  0.00 &  13.57 &   0.00 & 0.35 &   0.00 &   0.00 &   8.49 &   4.00 &  17.07 &  20.10 &  12.98 &  0.00 &  0.00 &  17.88 &  20.49 &   0.00 &   0.00 &  0.00 &  0.00 & 0.00 & 0 &  5.11 &  0.00 &  0.00 &  0.00 &  0.00 &  0.63 & 68.61 &  4.74 &  0.00 &  0.00 &  3.69 & 8.27 & 3.09 &  9.32 &  5.58 & 0 &  0.00 &  0.00 & 0.00 & 0.00 & 0.00 & 0 & 0 & 5.82 & 12.92 &  0.00 &  0.00 &  0.00 &   0.00 & 0 &   0.00 & 0.47 & 0.0 &   0.00 & 0 &  0.00 &  0.00 & 39.20 &  8.50 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 & 0.00 &  0.00 &  0.00 &   0.00 &  0.00 & 17.51 &  0.00 & 0.00 &  0.00 & 23.70 &  0.00 & 0.00 &  0.00 & 0.00 & 0 &  9.38 & 12.27 &  0.00 & 97.91 & 103.11 & 18.53 & 12.99 & 25.26 &  0.00 & 18.60 & 0 & 0.00 &  1.59 &  0.00 &  0.00 &   0.00 &  0.00 &   0.00 & 11.20 & 5.70 &  0.00 &  0.00 & 0 &  0.24 &  0.0 &   6.28 &  0.00 &  0.00 &   0.00 &  0.00 & 0.00 &  0.00 &   0.0 &  1.64 &   0.00 &   0.00 &   0.00 &   1.55 &   0.00 &  0.00 &   0.00 &  26.15 &   0.00 &  32.01 &   1.34 &  0.00 &  21.91 &  54.71 &   0.00 &  0.00 &   0.00 &   0.00 &  0.71 &   0.00 &  2.16 &   0.00 & 0.28 & 63.29 &  15.72 &  0.00 &   0.00 &  0.00 & 14.89 &  0.00 &   3.07 & 105.91 &   1.15 &   0.00 &  2.43 &  0.00 & 48.23 & 10.42 &   0.00 & 126.89 &   0.00 &  0.00 &  0.00 &   1.24 &   1.16 &   1.09 &   1.22 &   6.90 & 38.55 &   0.00 &   0.00 &   1.65 &  26.11 &  38.93 &   1.38 &  22.89 &   1.68 &  55.23 &  51.91 &  0.00 &   3.17 &   0.00 & 0.00 &  13.16 &  13.74 &   0.00 &  0.00 &   0.00 &   0.00 & 31.71 & 0.00 &  8.42 & 18.06 &   0.00 &   0.00 &   0.00 &  1.33 &   0.0 & 129.41 &  0.00 &  1.72 &  0.00 & 116.06 &  0.00 &   0.00 &   0.00 &   0.00 &  0.00 &   3.43 &   0.24 &  0.00 &   0.00 &   0.00 &  18.31 &  3.15 &  76.03 & 88.55 &   0.00 &   0.00 &  0.00 &  0.00 &   0.00 &   0.00 &  30.33 &   1.14 &  42.53 &  5.90 &  0.00 &  15.27 &  0.00 & 90.22 &  89.17 &   0.00 &   0.00 &  0.00 & 0.9 &  16.84 &   1.01 &   0.00 & 128.14 &   6.16 &  21.77 &  54.80 &   0.00 &   0.00 & 26.39 &  15.86 &  0.67 &  0.73 &   0.00 & 22.35 &   2.83 &   0.74 &  8.02 &   0.00 &   0.00 &   0.00 &  32.95 &   1.51 &   0.00 &  0.00 &  52.44 &  16.57 & 0 & 86.52 &  2.17 &   1.08 &  91.00 &  27.94 &  30.29 &   0.00 &  13.79 &  0.00 &  0.00 &   0.00 &   0.92 & 0 &  89.49 &  4.49 &   0.00 & 49.96 &   0.00 &  13.11 & 0 &   3.44 &   0.00 &  87.87 &   0.00 &   0.00 &  29.37 &   0.00 & 131.14 & 261.96 &   0.96 &   0.00 & 17.79 &  0.00 &   0.00 &  0.00 &   0.00 &   0.00 &  50.33 &   0.00 & 84.02 &   0.66 &   1.17 &   0.00 &   0.00 &  8.58 &  0.00 &   7.48 &   4.20 &  0.00 &   0.00 &  0.00 &   0.00 & 0.0 & 17.98 & 23.70 & 39.57 &  0.00 &   5.67 &   0.00 &  0.00 &   0.00 &  8.91 &  0.0 &  0.00 &  39.08 &  0.00 &  1.76 & 0 &  0.00 &  4.98 &  0.00 &  0.00 &  5.25 &  0.00 & 0.00 &  10.00 &  0.00 & 10.58 &  0.00 &  0.00 &  0.00 &  0.00 &   0.00 &  0.00 & 29.68 &  2.12 &  0.00 & 74.15 &   4.16 &  14.47 &  0.00 &  0.00 & 27.83 &   1.52 &  0.00 &   0.00 &  9.37 & 0.00 &  0.00 &  0.00 & 20.57 &  11.69 &  3.70 & 25.39 & 11.12 &  0.00 &   0.68 &  2.37 &  0.00 & 28.50 &  0.00 &  0.00 &  0.00 &  1.80 &  0.00 &  0.00 &  0.00 & 0 &  0.00 &  20.50 & 35.96 &  0.00 &  0.00 &  8.45 & 7.59 & 0 &  0.00 &  0.00 &   0.00 &  0.00 &  0.00 &   6.70 &   3.23 &  19.12 & 60.70 &  5.59 &   0.00 &  16.59 & 16.02 &   6.04 &   0.00 &  8.96 &   0.00 &  3.27 &  12.35 &   0.00 & 17.06 &  0.00 & 17.65 &   0.00 & 63.56 &  0.00 &   0.00 &  69.15 & 0.00 &  0.00 &  0.00 & 0.00 &  0.00 &  0.00 &   0.00 &  7.87 &   0.00 &  0.00 & 52.39 & 11.57 &  0.00 &   2.06 &  0.00 & 0.00 &   1.57 &   0.00 & 28.06 & 11.96 & 33.93 &  1.67 &  0.00 &   0.00 &  71.50 &   1.37 &  0.00 &  0.00 & 30.84 &  14.97 & 48.56 &  0.00 &   0.00 &   5.85 &  11.74 &  0.00 &  0.00 &  0.00 &  0.00 &   9.54 &   0.00 &  18.19 &  69.05 &  6.85 & 14.62 &  1.66 &  0.00 &  0.00 &  43.08 &  1.46 &  0.00 &  0.44 &  0.00 &  0.00 & 79.65 &  30.17 &   0.00 &  0.00 &  0.00 & 22.38 &  6.11 &  3.03 & 20.49 &  19.97 &   0.00 & 22.03 & 0.00 &  4.88 & 56.12 &   0.00 & 23.61 &  4.23 &   0.00 &  0.00 &  0.00 & 3.65 &  0.00 &  6.70 &  0.00 & 33.20 & 12.08 & 20.31 &  0.00 & 24.85 & 20.72 &  0.00 &   0.00 &  7.38 & 49.76 &  0.00 &  5.73 &  5.27 &  0.0 &  0.00 &  5.80 &  0.00 &  0.00 & 0.00 &  0.00 &  0.00 &  9.12 &  0.00 & 23.83 &  0.00 &  0.00 &  0.00 &  2.94 & 12.56 &  0.00 & 0.00 &  0.00 &  6.86 &  0.00 & 0.00 & 1.14 &  0.00 &  0.78 & 0.00 & 0.0 &  8.28 &  0.00 &  1.57 & 0.00 &  6.9 &  1.96 &  0.00 &  5.48 & 5.44 &  3.71 &  0.92 &  0.00 &  0.62 &  0.00 & 11.19 &  0.00 &  0.00 &  0.00 & 0.00 &  0.00 &  6.41 &  0.00 &  0.00 &  6.94 &  0.00 &  0.48 &  3.75 &  0.00 & 0.78 & 45.41 &  2.65 &  4.81 &  0.00 &  8.38 &  0.0 & 2.77 &  2.93 & 0.00 &  2.86 &  0.00 & 0.00 &  0.00 &  10.97 &  2.98 &  0.00 &  0.00 & 92.87 &  0.00 & 47.76 &   0.00 &   0.00000 &  0.0000 & 24.56880 &   0.0000 &  2.663082 &  0.00000 &  6.726947 &   0.00000 &  5.077197 &   0.00000 &  0.00000 &  2.415478 &   0.000000 &  17.10997 &   0.000000 &  3.273343 &  41.49870 &  2.777808 &  13.52056 & 19.338430 & 0.000000 &  0.00000 &  49.53643 &  0.00000 & 0.000000 & 0.000000 &  0.00000 &  0.00000 &  25.793962 &  15.13093 &   0.000000 &   0.0000 &  0.000000 &  0.00000 &  0.00000 &  0.0000 &  0.8636749 &   3.288232 &   4.967578 & 3.752778 & 17.22475 &   0.0000 &  1.937553 &  0.00000 &   1.786781 &  0.9873532 &  0.00000 &   0.0000 &   0.0000000 &   0.0000 &   0.0000 & 6.141576 &  1.36818 &   0.00000 &  22.27340 & 0 &   3.843628 &   0.0000 &  1.989532 &  0.00000 &  0.00000 & 0 & 0 &  0.000000 &  0.00000 &  0.00000 & 0.00000 &   0.00000 &  51.45483 &  1.247308 &  0.00000 &  55.90733 &  0.00000 & 0.000000 &  0.000000 & 34.76050 &  0.00000 &   0.0000 &   3.3305 & 23.100248 &  4.405387 & 4.294257 &   0.000 &  0.00000 &   5.421520 &  1.119617 &  0.000000 & 0.000000 & 15.13098 & 140.33270 &   7.240262 &  6.687108 &  1.475364 & 0 & 20.41 & 0 &   0.00 & 0 & 0 & 15.84 &  0.00 &  2.63 &  0.00 &   0.00 & 17.85 &  0.00 &  4.52 &  0.00 &  0.0 &   1.21 &  0.0 & 0 &  0.00 &  2.15 &  0.00 &  43.57 &  0.60 &  0.00 &   0.00 &  0.00 &   0.0 &   0.00 & 100.50 & 0 &  7.16 &   0.00 &  0.00 &   0.00 &  0.00 &  14.94 &  0.00 &   0.00 & 109.44 &   0.00 &   0.00 &  19.73 & 0 & 10.91 &   5.42 &  0.00 &  0.00 &  0.00 & 12.96 &  0.00 &  44.22 &   0.0 &  0.00 & 0 &  0.00 &  0.00 &  0.00 &  0.00 &  3.44 &   0.00 &   1.46 &   0.00 &  0.00 &  0.00 &   0.00 &   0.00 & 0.00 & 52.16 & 0 & 112.43 &  0.00 &  0.0 &  0.00 & 46.11 &   0.00 & 0 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 & 0 & 0.00 & 34.4 &  0.00 & 0 &   0.00 & 0 &   0.00 &  0.99 &  0.00 & 0.00 & 47.22 & 59.45 &  0.00 & 375.77 & 0.00 & 0 & 0 &   0.00 & 4.50 &  0.00 &  0.00 &  0.00 &  0.00 & 0.00 & 0 & 0.00 &  0.00 &  0.00 &   0.00 & 17.19 &   0.00 & 33.64 &  0.00 &  0.00 & 0.00 & 2.71 & 0 & 4.22 &  0.00 & 2.12 & 0 & 148.99 &  1.16 &  0.00 &  0.00 & 7.49 & 0.00 & 0 & 0 & 0.00 & 0 & 0.00 &  3.45 &  0.00 & 0.00 & 0.63 & 10.67 &  1.84 &   0.00 & 0.00 & 0.00 & 12.48 &  0.00 & 0.00 & 0 &  0.00 & 0.00 & 0.00 & 17.70 &  0.00 &  4.39 &  0.00 & 0 & 0 & 7.64 & 0.00 & 0.00 &  0.00 & 0 & 0 & 0 & 0 &  0.00 & 0.35 & 0.00 &  0.00 & 33.18 & 29.39 &  0.00 & 17.07 & 0.00 &  0.00 & 0.00 & 0 & 0 & 0.00 & 0 &  0.00 & 33.79 & 0 &  0.00 & 0 &  1.62 & 0 &  0.26 & 0.00 & 0 & 0 & 0 & 0.00 & 0 & 0 & 0 & 0.00 & 0.83 & 0 & 0.00 & 0.00 & 0.00 &   5.21 &  0 & 0.00 &  0.00 &  0.00 & 16.14 &  0.00 & 0 &  0.00 &   0.00 & 0 &  0.00 &  0.00 & 0.00 & 0 & 0.00 & 0 &  0.65 & 0 & 0 & 0 &  0.0 & 0 &   0.0 &  0.00 & 0 &   0.00 & 0.00 & 0 & 0 & 0 &  0.00 & 0.00 &  2.26 &  1.36 &  5.01 & 0 & 18.21 & 0.00 & 0.00 &  0.00 & 1.85 &  0.00 & 29.75 & 35.78 &  0.00 &   1.83 &  0.00 & 33.09 &  0.00 & 0 &   0 &  1.33 & 1.46 & 24.04 & 0 &  0.00 &  7.37 & 4.33 & 25.71 &  8.27 & 0.00 & 0 &   0.00 &  1.45 &  0.00 &  2.59 &  0.00 &  3.99 &  3.21 & 0.00 &  3.14 & 0.00 & 14.65 &  0.00 &  0.0 &  6.60 & 32.56 & 0.00 &  7.51 & 10.80 & 11.42 &  5.79 & 0 & 1.21 & 39.03 & 7.35 & 21.43 &  0.00 &  2.57 & 20.92 & 0.00 & 0 & 0 & 8.22 & 0.00 &  0.00 &  1.25 &   6.93 &  0.00 &  0.00 & 0 &  0.00 & 102.59 &  0.00 & 7.14 & 10.26 &  1.28 &  0.00 &   0.00 &  0.00 & 4.59 &  0.00 & 0.48 & 0.00 & 0.42 &  7.12 & 27.36 & 1.39 &  0.0 & 4.92 &  9.56 & 0.00 &  2.5\\\\\n",
       "\tAADAC & 0 &  0.00 &  86.89 &   0.00 &  0.00 &   0.00 &  0.00 &  0.00 &  0.00 &   0.00 &   0.00 &   0.00 &   0.00 & 2.07 &   0.00 &  4.62 &  0.00 &   0.00 &   0.00 &  10.61 & 2.52 &   1.93 &  0.00 &  4.40 &   0.00 & 1.19 &   0.00 &  0.00 &  2.94 &  0.00 &  0.00 &  0.00 &  0.00 & 0.00 & 3.68 &   0.61 &  0.00 &  0.00 &   0.00 &  1.91 & 59.82 & 0.00 &   1.61 & 0.0 &  0.00 & 0.00 & 10.23 &  2.38 &  0.00 & 14.62 &  0.00 &  0.00 &  1.11 &   5.42 & 0 &  0.00 &  0.00 &   0.00 & 52.95 &   0.00 &  3.81 &   0.00 &   0.00 &  38.35 &   0.00 &   0.00 &  1.96 &   0.00 &  0.00 &  8.32 &  0.00 & 0.00 &  1.25 &  4.17 &  1.46 &  1.67 & 2.24 & 0.00 & 0.00 &  0.00 &   0.00 &   0.00 &  1.43 & 0.00 &  1.68 &  0.00 &   0.00 & 0 & 29.22 &   0.00 &  0.00 &   0.90 &  0.00 & 0.00 &  0.00 &  0.00 &   0.00 & 0.00 &  0.00 &   0.00 &  0.00 &   0.00 &   0.0 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &  46.79 &   0.00 &   0.00 &   0.00 &    0.00 &   0.00 &   0.00 &   0.00 &    0.00 &   0.00 &   0.00 &   0.0 &    0.00 &    0.00 &   0.00 &   0.00 &    0.00 & 0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.0 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &    0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0 &  41.95 &   8.67 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &    0.00 &  0.00 &   0.00 &   0.00 & 0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &  0.00 &  0.00 &   0.00 &   0.00 &   0.00 &   0.00 &  0.00 &  0.00 & 0.00 & 0 &  0.00 &  0.00 &  0.00 &  0.00 & 74.84 &  0.00 &  4.99 &  0.00 &  0.00 &  0.00 & 36.97 & 0.00 & 0.00 &  0.00 &  0.00 & 0 &  0.00 &  0.00 & 7.58 & 0.00 & 0.00 & 0 & 0 & 0.00 &  0.00 &  0.00 &  0.00 &  0.00 & 277.00 & 0 &   1.14 & 1.36 & 0.0 &   0.00 & 0 &  0.00 &  0.00 &  0.00 &  6.09 &  0.40 &  7.39 &  0.00 &  0.00 &  0.75 & 0.00 &  0.00 &  0.00 &   0.00 &  0.00 &  0.00 &  0.00 & 0.00 &  0.63 &  0.00 &  0.00 & 0.00 &  0.00 & 0.00 & 0 &  0.00 &  0.00 &  0.00 &  0.00 &   0.00 &  0.00 &  4.29 &  0.00 &  0.00 &  0.00 & 0 & 0.00 &  0.00 &  0.00 &  0.00 &   0.00 &  0.00 &   0.00 &  0.00 & 0.00 &  0.00 &  0.00 & 0 &  1.09 &  0.0 &   0.00 &  0.00 &  0.00 &   0.00 &  0.00 & 0.00 &  0.00 &   0.0 &  0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &  0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &  0.00 &   0.00 &   0.00 &   0.00 &  0.00 &   0.00 &   0.00 &  0.00 &   0.00 &  0.00 &   0.00 & 0.00 &  0.00 &   0.00 &  0.00 &   0.00 &  0.00 &  0.00 &  0.00 &   0.00 &   0.00 &   0.00 &   0.00 &  0.00 &  0.00 &  0.00 &  0.00 &   0.00 &   0.00 &   0.00 &  0.00 &  0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &  0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   4.60 &   0.00 &   0.00 &   0.00 &  0.00 &   0.00 &   0.00 & 0.00 &   0.00 &   0.00 &   0.00 &  0.00 &   0.00 &   0.00 &  0.00 & 0.00 &  0.00 &  0.00 &   0.00 &   0.00 &   0.00 &  0.00 &   0.0 &   0.00 &  0.00 &  0.00 &  0.00 &   0.00 &  0.00 &   0.00 &   0.00 &   0.00 &  0.00 &   0.00 &   0.00 &  0.00 &   0.00 &   0.00 &   0.00 &  0.00 &   0.00 &  0.00 &   0.00 &   0.00 &  0.00 &  0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &  0.00 &  0.00 &   0.00 &  0.00 &  0.00 &   0.00 &   0.00 &   0.00 &  0.00 & 0.0 &   0.00 &   0.00 &   0.00 &  33.54 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &  0.00 &   0.00 &  0.00 &  0.00 &   0.00 &  0.00 &   0.00 &   0.00 &  0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &  0.00 &   0.00 &   0.00 & 0 &  0.00 &  0.00 &  75.36 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &  0.00 &  0.00 &   0.00 &   0.00 & 0 &   0.00 &  0.00 &   0.00 &  0.00 &   0.00 &   0.00 & 0 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &  0.00 &  0.00 &   0.00 &  0.00 &   0.00 &   0.00 &   0.00 &   0.00 &  0.00 &   0.00 &   0.00 &   0.00 &   0.00 &  0.00 &  0.00 &   0.00 &   0.00 &  0.00 &   0.00 &  0.00 &   0.00 & 0.0 &  0.00 &  0.00 &  0.00 &  0.00 &   0.00 &   1.64 &  0.00 &   0.00 & 27.61 &  0.0 &  0.00 &   0.00 &  0.00 &  0.00 & 0 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 & 0.00 &   0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &   0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &   3.40 &   0.00 &  0.00 &  0.00 &  0.00 &   0.00 &  0.00 &   0.00 &  0.00 & 0.00 &  0.00 & 14.79 &  0.00 &   0.00 &  0.00 &  0.00 &  0.00 &  0.00 &   0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 & 0 &  0.00 &   0.00 &  0.00 &  0.00 &  0.00 &  0.00 & 0.00 & 0 &  0.00 &  0.00 &   0.00 &  0.00 &  0.00 &   0.00 &   0.00 &   0.00 &  0.00 &  0.00 &   0.00 &   0.00 &  0.00 &   0.00 &   0.00 &  0.00 &   0.00 &  0.00 &   0.00 &   0.00 &  0.00 &  0.00 &  0.00 &   0.00 &  0.00 &  0.00 &   0.00 &   0.00 & 0.00 &  0.00 &  0.00 & 0.00 &  0.00 &  0.00 &   0.00 &  0.00 &   0.00 &  0.00 &  0.00 &  0.00 &  0.00 &   0.00 &  0.00 & 0.00 &   0.00 &   0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &   0.00 &   0.00 &   0.00 &  0.00 &  0.00 &  0.00 &   0.00 &  0.00 &  0.00 &   0.00 &   0.00 &   0.00 &  0.00 &  0.00 &  0.00 &  0.00 &   0.00 &   0.00 &   0.00 &   0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &   0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &   0.00 &   0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &   0.00 &   0.00 &  0.00 & 0.00 &  0.00 &  0.00 &   0.00 &  0.00 &  0.00 &   0.00 &  0.00 &  0.00 & 0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &   0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.0 &  0.00 &  0.00 &  0.00 &  0.00 & 0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 & 0.00 &  0.00 &  0.00 &  0.00 & 0.00 & 0.00 &  0.00 &  0.00 & 0.00 & 0.0 &  0.00 &  0.00 &  0.00 & 0.00 &  0.0 &  0.00 &  0.00 &  0.00 & 0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 & 0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 & 0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.0 & 0.00 &  0.00 & 0.00 &  0.00 &  0.00 & 0.00 &  0.00 &   0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &   0.00 &   0.00000 &  0.0000 &  0.00000 &   0.0000 &  0.000000 &  0.00000 &  0.000000 &   0.00000 &  0.000000 &   0.00000 &  0.00000 &  0.000000 &   0.000000 &   0.00000 &   0.000000 &  0.000000 &   0.00000 &  0.000000 &   0.00000 &  0.000000 & 0.000000 &  0.00000 &   0.00000 &  0.00000 & 0.000000 & 0.000000 &  0.00000 &  0.00000 &   0.000000 &   0.00000 &   6.208814 &   0.0000 &  0.000000 &  0.00000 &  0.00000 &  0.0000 &  0.0000000 &   4.624912 &   0.000000 & 0.000000 &  0.00000 &   0.0000 &  0.000000 &  0.00000 &   0.000000 &  0.0000000 & 42.28865 &   0.0000 &   0.0000000 &   0.0000 &   0.0000 & 0.000000 &  0.00000 &   0.00000 &   0.00000 & 0 &   0.000000 &   0.0000 &  0.000000 &  0.00000 &  0.00000 & 0 & 0 &  0.000000 &  0.00000 &  0.00000 & 0.00000 &   0.00000 &   0.00000 &  0.000000 &  0.00000 &   0.00000 &  0.00000 & 0.000000 &  0.000000 &  0.00000 &  0.00000 &   0.0000 &   0.0000 &  0.000000 &  0.000000 & 0.000000 &   0.000 &  0.00000 &   0.000000 &  0.000000 &  5.905248 & 0.000000 &  0.00000 &   0.00000 &   0.000000 &  0.000000 &  0.000000 & 0 &  0.00 & 0 &   0.00 & 0 & 0 & 16.79 &  9.71 &  0.00 &  0.00 &   0.00 &  0.00 &  0.00 &  3.57 & 13.09 &  0.0 &   0.00 &  0.0 & 0 &  0.00 &  0.00 &  0.00 &   0.00 &  0.95 &  0.00 &   0.00 &  0.00 &   0.0 &   0.00 &   0.00 & 0 & 20.37 &   0.00 &  0.00 &   2.30 &  6.21 &   0.00 &  0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   2.81 & 0 &  0.00 &   0.00 &  0.00 & 36.96 &  0.00 &  1.82 &  1.00 &   0.00 &   0.0 &  7.54 & 0 &  0.00 &  1.07 &  0.00 &  0.84 & 54.19 &   1.69 &   4.63 &   0.00 & 25.24 &  0.00 &   0.00 &   1.35 & 0.00 &  0.00 & 0 &   0.00 &  5.58 &  0.0 &  0.00 &  0.00 &   0.00 & 0 &  0.00 &  0.00 & 29.06 &  0.00 &  0.00 &  0.00 & 21.51 & 0 & 0.00 &  0.0 &  0.00 & 0 &   0.00 & 0 &   0.00 &  0.00 &  0.00 & 0.00 &  0.00 &  0.00 &  0.00 &   0.00 & 0.00 & 0 & 0 &   0.00 & 0.00 &  0.00 &  0.00 &  0.00 &  0.00 & 0.00 & 0 & 0.00 &  0.00 &  0.00 &   0.00 &  0.00 &   0.00 &  0.00 &  0.00 &  0.00 & 0.00 & 0.00 & 0 & 0.00 &  0.00 & 0.00 & 0 &   0.00 &  0.00 &  0.00 &  0.00 & 0.00 & 0.00 & 0 & 0 & 0.00 & 0 & 0.00 &  0.00 &  0.00 & 0.00 & 0.00 &  0.00 &  0.00 &   0.00 & 0.00 & 0.00 &  0.00 &  0.00 & 0.00 & 0 &  0.00 & 0.00 & 0.00 &  0.00 &  0.00 &  0.00 &  0.00 & 0 & 0 & 0.00 & 0.00 & 0.00 &  0.00 & 0 & 0 & 0 & 0 &  0.00 & 0.00 & 0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 & 0.00 &  0.00 & 0.00 & 0 & 0 & 0.00 & 0 &  0.00 &  0.00 & 0 &  0.00 & 0 &  0.00 & 0 &  0.00 & 0.00 & 0 & 0 & 0 & 0.00 & 0 & 0 & 0 & 0.00 & 0.00 & 0 & 0.00 & 0.00 & 0.00 &   0.00 &  0 & 0.00 &  0.00 &  0.00 &  0.00 &  0.00 & 0 &  0.00 &   0.00 & 0 &  0.00 &  0.00 & 0.00 & 0 & 0.00 & 0 &  0.00 & 0 & 0 & 0 &  0.0 & 0 &   0.0 &  0.00 & 0 &   0.00 & 0.00 & 0 & 0 & 0 &  0.00 & 2.45 &  0.00 &  0.00 & 32.46 & 0 &  0.00 & 0.00 & 0.00 & 12.73 & 0.00 &  4.35 &  0.00 & 45.60 & 12.24 & 159.87 &  6.64 &  0.00 &  0.00 & 0 &   0 & 26.27 & 0.00 & 11.29 & 0 &  0.00 & 50.26 & 0.00 &  0.00 &  0.00 & 8.62 & 0 &   0.00 &  0.00 &  0.00 & 29.20 & 18.96 &  5.61 &  0.00 & 2.38 &  0.00 & 0.00 & 11.25 &  7.46 &  0.0 &  4.64 &  0.00 & 0.00 &  2.11 &  3.35 &  0.00 & 13.59 & 0 & 0.00 &  0.00 & 0.00 &  4.54 &  2.06 &  9.01 &  3.43 & 0.00 & 0 & 0 & 2.32 & 0.00 &  0.00 & 49.21 &   0.00 & 42.54 &  0.00 & 0 & 19.02 &   0.00 &  9.49 & 2.01 &  0.76 & 10.84 &  0.00 &   0.00 &  0.00 & 0.00 & 13.12 & 0.67 & 0.00 & 0.00 & 43.00 &  0.00 & 0.00 &  0.0 & 0.00 & 26.14 & 0.00 &  0.0\\\\\n",
       "\tAADAT & 0 &  0.00 &   0.00 &   0.00 &  0.00 & 107.07 &  0.00 &  0.00 &  0.00 & 123.51 &   0.00 &   0.00 &   0.00 & 1.59 &   0.00 &  0.00 &  0.00 &   0.00 &   0.00 &   0.00 & 0.00 &   0.00 &  3.36 &  0.00 &   0.00 & 0.00 &   0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 & 0.00 & 0.00 &   0.00 &  0.00 & 17.82 &   0.00 &  0.00 &  0.00 & 0.00 &   0.00 & 0.0 &  0.00 & 0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  3.42 &   0.00 & 0 &  0.00 &  0.00 &   0.00 &  0.00 &   0.00 &  0.00 &   2.55 &   0.00 &   0.00 &   7.31 &   0.00 &  0.00 &   0.00 &  0.00 &  0.00 &  0.00 & 0.00 & 11.53 &  0.00 &  0.00 &  0.00 & 0.00 & 0.00 & 0.00 &  0.00 &   0.00 &   0.00 &  0.00 & 1.14 &  0.00 &  0.00 &   0.00 & 0 &  0.00 &   0.00 &  0.00 &   0.00 &  0.00 & 0.00 &  0.00 &  0.00 &   0.00 & 0.00 & 71.77 &   0.00 &  0.00 &   0.00 &   0.0 &   0.00 &  23.15 &   0.00 &   0.00 &   2.97 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &    0.00 &   0.00 &  25.50 &   0.00 &   33.24 &   0.00 &   0.00 &   0.0 &    0.00 &    0.00 &   0.00 &   0.00 &    0.00 & 0.00 &   0.00 &   0.00 &  28.10 &   0.00 &   0.00 &   0.00 &   0.00 &   0.0 &   0.00 &   0.00 &   0.00 &   3.18 &   0.00 &   0.00 &   0.00 &    0.00 &   0.00 &  22.89 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &  59.22 &   0.00 &   0.00 &   0 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &  15.63 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &    0.00 &  0.00 &   8.42 &   0.00 & 0.00 &   0.00 &   0.00 &   6.97 &  31.48 &   0.00 &  13.46 &   0.00 &  0.00 &  0.00 &   0.00 &   0.00 &   0.00 &   0.00 &  0.00 & 83.54 & 0.00 & 0 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  1.15 &  0.00 & 10.87 & 0.00 & 0.00 &  0.00 &  0.00 & 0 &  2.44 & 58.83 & 0.00 & 0.00 & 0.00 & 0 & 0 & 0.00 & 20.68 &  0.00 &  0.00 &  1.76 &   0.00 & 0 &   0.00 & 0.00 & 0.0 &   0.00 & 0 & 84.41 &  0.00 &  0.00 &  0.00 &  0.00 & 72.96 & 24.60 &  0.00 &  0.00 & 0.00 &  0.00 &  0.00 &   0.00 &  0.00 &  0.00 &  0.00 & 0.00 &  0.00 &  0.00 &  0.00 & 0.00 &  0.00 & 1.36 & 0 &  0.00 &  0.00 &  0.00 &  0.00 &   0.00 & 38.43 &  0.00 &  0.00 &  0.00 &  0.00 & 0 & 0.00 &  0.00 & 48.60 &  5.86 &   0.00 &  0.00 &   0.00 &  0.00 & 0.00 & 18.57 &  0.00 & 0 & 13.50 &  0.0 &   0.00 &  0.00 &  0.00 &   0.00 &  0.00 & 0.00 & 19.06 &   0.0 &  0.00 &   0.00 &   0.00 &   0.00 &   5.14 &   0.00 &  0.00 &   0.00 & 103.37 &  16.34 &   0.00 &   0.00 &  7.52 &   0.00 &   0.00 &   2.11 &  0.00 &   6.08 &   0.00 &  0.00 &   0.00 &  0.00 &   0.00 & 0.00 &  0.00 &   0.00 &  0.00 &   0.00 &  0.00 &  0.00 &  5.36 &   0.00 &   0.00 &   0.00 &   0.00 &  0.00 &  0.00 &  0.00 &  0.00 &   0.00 &   0.00 &   0.00 &  0.00 &  0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &  0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &  0.00 &   0.00 &   0.00 & 0.00 &   0.00 &   0.00 &   0.00 &  2.47 &   1.42 &   0.00 &  0.00 & 0.00 &  0.00 &  0.00 &   0.00 &   0.00 &   0.00 &  0.00 &   0.0 &   0.00 &  0.00 &  7.07 & 11.33 &   4.85 &  0.00 &   3.85 &   0.00 &   5.20 &  0.00 &  40.92 &   0.00 &  0.00 &   0.00 &   0.00 &   0.00 &  0.00 &   0.00 &  0.00 &   0.00 &  15.63 &  0.00 &  0.00 &   0.00 &   0.00 &   0.00 &   0.00 &  18.59 &  0.00 &  0.00 &   0.00 &  0.00 &  0.75 &   0.00 &   0.00 &   0.00 &  0.00 & 0.0 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &  0.00 &   0.00 &  0.00 &  0.00 &   4.20 &  0.00 &   0.00 &   0.00 &  0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   3.28 &   0.00 &  0.00 &   0.00 &   0.00 & 0 &  0.00 & 26.46 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &  0.00 &  0.00 &   0.00 &   0.00 & 0 &   0.00 &  0.00 &   0.00 &  0.00 &   0.00 &   0.00 & 0 &   9.96 &   0.00 &  33.66 &   0.00 &  29.46 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &   0.00 &  0.00 &  0.00 &   0.00 &  0.00 &   0.00 &   0.00 &  10.21 &   0.00 &  0.00 &   0.72 &   0.00 &   0.00 &  25.22 &  1.34 &  0.00 &  26.56 &  10.72 &  0.00 &   0.00 &  0.00 &   0.00 & 0.0 &  0.00 &  0.00 &  0.00 &  2.07 &  34.00 &  19.79 &  0.00 &  38.63 &  0.00 &  0.0 &  0.00 &  43.73 &  0.00 &  0.00 & 0 &  0.00 & 10.88 &  0.00 &  0.00 & 65.98 &  0.00 & 0.00 &   0.00 &  0.00 &  0.00 & 38.59 & 20.87 &  0.00 &  0.00 &   0.00 &  0.00 &  0.00 &  9.14 &  0.00 &  0.00 &  10.63 &  57.59 &  0.00 &  0.00 & 12.31 &   1.66 & 33.59 &   3.60 &  0.00 & 0.00 & 68.15 & 28.19 &  0.00 &   0.00 & 29.31 &  0.00 & 10.11 &  0.00 &  23.60 &  0.00 &  0.00 &  0.00 & 45.72 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 & 47.11 & 0 &  0.00 &   0.00 &  0.00 &  0.00 &  0.00 &  0.00 & 0.00 & 0 &  0.00 &  0.00 &   0.00 &  0.00 &  0.00 &   0.00 &   0.00 &   0.00 &  0.00 &  0.00 &   0.00 &   0.00 &  0.00 &   0.00 &   0.00 &  0.00 &   0.00 &  5.78 &   0.00 &   0.00 &  0.00 &  0.00 &  0.00 &   0.00 &  0.00 &  0.00 &   0.00 &   0.00 & 0.00 &  0.00 &  0.00 & 0.00 &  0.00 &  0.00 &   0.00 &  0.00 &   2.07 &  0.00 &  0.00 &  0.00 &  0.00 &   0.00 &  0.00 & 0.00 &   0.00 &   0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &   2.73 &   0.00 &   0.00 &  0.00 &  0.00 &  0.00 &   0.00 &  0.00 &  0.00 &   0.00 &   0.00 &   0.00 &  0.00 &  0.00 &  0.00 &  0.00 &   0.00 &   0.00 &   0.00 &   0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &   0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &   0.00 &   0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &   0.00 &   0.00 &  0.00 & 0.00 &  0.00 &  0.00 &   0.00 &  0.00 &  0.00 &   0.00 &  0.00 &  0.00 & 0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &   0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.0 &  0.00 &  0.00 &  0.00 &  0.00 & 0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 & 0.00 &  0.00 &  0.00 &  0.00 & 0.00 & 0.00 &  0.00 &  0.43 & 0.00 & 0.0 &  0.00 &  0.00 &  0.00 & 0.00 &  0.0 &  0.00 &  0.00 &  0.00 & 0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 & 0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 & 0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.0 & 0.00 &  0.00 & 0.00 &  0.00 &  0.00 & 0.00 &  0.00 &   0.00 &  0.00 &  0.00 &  0.00 &  6.96 &  0.00 &  0.00 &   0.00 &   0.00000 &  0.0000 &  0.00000 &   0.0000 &  0.000000 &  0.00000 &  1.465390 &   0.00000 &  0.000000 &   0.00000 &  0.00000 &  0.000000 &   3.237246 &   0.00000 &   7.945882 & 57.925444 &   5.84748 &  0.000000 &   0.00000 &  0.000000 & 0.000000 &  0.00000 &   0.00000 &  0.00000 & 0.000000 & 0.000000 &  0.00000 &  0.00000 &   0.000000 &   0.00000 &   0.000000 &   0.0000 &  0.000000 &  0.00000 &  0.00000 &  0.0000 &  0.0000000 &   0.000000 &   0.000000 & 0.000000 & 31.42440 &   0.0000 &  0.000000 &  0.00000 &   0.000000 &  0.0000000 &  0.00000 &   0.0000 &   0.0000000 &   0.0000 &  37.2794 & 0.000000 &  0.00000 &   0.00000 &   0.00000 & 0 &   0.000000 &   0.0000 &  0.000000 &  0.00000 &  0.00000 & 0 & 0 &  0.000000 &  0.00000 &  0.00000 & 0.00000 &  15.69800 &   0.00000 &  0.000000 &  0.00000 &   3.27582 &  0.00000 & 6.802201 &  0.000000 &  0.00000 &  0.00000 &   0.0000 &   0.0000 &  0.000000 &  0.000000 & 0.000000 &   0.000 &  0.00000 &   5.892403 &  0.000000 &  0.000000 & 0.000000 &  0.00000 &   0.00000 &   0.000000 &  1.204432 &  0.000000 & 0 &  0.00 & 0 &   0.00 & 0 & 0 &  0.00 &  0.00 &  0.00 &  0.00 &   0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.0 &   0.00 &  0.0 & 0 &  0.00 &  0.00 &  0.00 &   0.00 &  0.73 &  0.00 &   0.00 &  0.00 &   0.0 &   0.00 &   0.00 & 0 &  0.00 &   0.00 &  0.00 &   0.00 &  0.00 &   0.00 &  2.93 &   0.00 &   0.00 &   0.00 & 104.76 &   0.00 & 0 &  0.00 &   0.00 &  0.00 & 21.55 &  0.00 &  5.62 &  0.00 &   0.00 &   0.0 &  0.00 & 0 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &   0.00 &   0.00 &   0.00 &  0.00 &  0.00 &   0.00 &   0.00 & 0.00 &  0.00 & 0 &   0.00 &  0.00 &  0.0 &  0.00 &  0.00 &   0.00 & 0 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 & 0 & 0.00 &  0.0 &  0.00 & 0 &   0.00 & 0 &   0.45 &  0.00 & 48.48 & 0.00 &  0.00 &  0.00 &  0.00 &   0.00 & 0.00 & 0 & 0 &   0.00 & 0.00 &  0.00 &  0.00 & 10.06 &  0.58 & 7.89 & 0 & 0.00 &  0.00 &  0.00 &   0.00 &  0.00 &   0.00 &  0.00 &  0.00 &  0.00 & 0.00 & 0.00 & 0 & 0.00 &  0.00 & 0.00 & 0 &   0.00 & 52.76 & 13.89 &  0.00 & 0.00 & 0.00 & 0 & 0 & 0.00 & 0 & 0.00 &  0.00 &  0.00 & 1.70 & 0.00 &  0.00 &  0.00 &   0.00 & 9.53 & 0.00 &  0.00 &  0.00 & 0.00 & 0 &  0.00 & 0.00 & 0.00 &  0.00 &  1.94 &  4.81 &  1.80 & 0 & 0 & 0.00 & 0.00 & 0.00 &  0.00 & 0 & 0 & 0 & 0 &  0.00 & 1.51 & 1.72 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 & 0.00 & 39.80 & 0.00 & 0 & 0 & 0.00 & 0 &  0.00 &  0.00 & 0 & 18.05 & 0 &  0.00 & 0 &  0.00 & 0.00 & 0 & 0 & 0 & 0.00 & 0 & 0 & 0 & 0.00 & 0.00 & 0 & 0.00 & 0.00 & 0.00 &   0.00 &  0 & 0.00 &  0.00 &  0.00 &  0.00 &  0.00 & 0 & 26.60 &   8.66 & 0 &  0.00 &  0.00 & 0.00 & 0 & 0.00 & 0 &  0.00 & 0 & 0 & 0 &  0.0 & 0 &   0.0 &  0.00 & 0 &   0.00 & 0.00 & 0 & 0 & 0 &  0.00 & 0.00 &  0.00 &  0.00 &  0.00 & 0 &  0.00 & 0.00 & 0.00 &  0.00 & 0.00 &  0.00 &  0.00 &  0.00 & 26.42 &   0.00 &  0.00 &  0.00 &  0.00 & 0 &   0 &  0.00 & 0.00 &  0.00 & 0 &  0.00 &  0.00 & 0.00 &  0.00 &  0.00 & 0.00 & 0 &   0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 &  0.00 & 0.00 &  0.00 & 0.00 &  1.45 &  0.00 &  0.0 &  0.00 &  0.00 & 1.57 &  0.00 &  0.00 &  0.00 &  0.00 & 0 & 0.00 &  0.00 & 0.00 &  0.00 &  0.00 &  0.00 &  0.00 & 0.00 & 0 & 0 & 0.00 & 0.00 &  0.00 &  0.00 &   0.00 &  0.00 &  3.55 & 0 &  2.75 &   0.00 &  0.00 & 0.00 &  8.79 &  0.00 &  1.16 &   0.00 &  0.00 & 0.00 &  0.00 & 0.00 & 0.00 & 0.00 &  0.00 &  0.00 & 0.00 &  0.0 & 0.00 &  0.00 & 0.00 &  0.0\\\\\n",
       "\tAAED1 & 0 & 18.27 &   0.00 & 190.36 & 18.59 &   8.16 & 69.57 &  0.00 &  2.62 &  75.29 & 139.49 & 255.10 & 143.37 & 5.28 &   9.42 & 11.86 & 45.77 & 110.02 & 638.53 & 117.10 & 0.00 & 267.78 & 80.67 & 66.68 &   0.00 & 0.00 &  17.84 & 25.70 & 48.99 & 62.58 & 12.84 & 14.58 & 48.44 & 5.52 & 0.00 & 124.38 & 33.25 & 14.10 &  71.80 & 19.57 & 48.95 & 3.43 &   0.00 & 0.0 & 23.36 & 7.57 & 39.92 & 20.49 & 16.91 &  0.00 & 33.10 & 55.83 &  0.00 & 165.36 & 0 & 11.44 &  0.00 &  15.17 & 61.17 & 218.72 & 95.65 & 575.64 &  42.62 & 140.28 & 220.35 &  64.53 &  0.00 &   0.00 & 60.89 &  0.00 & 16.38 & 1.81 & 30.27 &  0.67 & 28.94 & 22.36 & 0.00 & 0.00 & 0.00 & 97.48 & 103.59 & 126.76 & 22.00 & 0.94 &  0.00 &  6.43 &  14.89 & 0 &  7.50 &   5.15 & 51.74 &   0.00 &  9.39 & 0.00 & 84.74 & 40.48 & 313.52 & 0.45 & 81.23 & 117.89 & 35.19 & 111.90 & 976.8 & 183.02 & 418.13 & 802.18 & 146.19 & 542.48 & 184.81 & 137.34 & 982.46 &  94.43 & 264.61 & 834.88 & 1182.69 & 742.93 & 368.49 & 281.64 & 1057.51 & 638.13 & 462.11 & 534.3 & 1106.25 & 1057.10 & 176.26 & 370.80 & 1177.95 & 0.15 & 123.95 & 892.15 & 558.25 & 783.05 & 624.66 & 197.48 & 356.19 & 924.0 & 439.53 & 146.37 & 116.38 & 150.98 & 316.73 & 275.63 & 288.22 & 1061.90 & 564.40 & 170.39 & 588.33 & 268.97 & 365.60 & 325.30 & 271.24 & 445.01 & 445.60 & 222.38 & 108.35 & 236.67 & 248 & 596.79 & 843.41 & 886.04 & 161.65 & 645.08 & 308.70 & 238.82 & 487.62 & 468.31 & 754.80 & 172.55 & 2144.32 & 53.24 & 331.39 & 583.51 & 4.47 & 172.65 & 284.30 & 849.93 & 697.38 & 675.58 & 600.98 & 165.80 & 67.78 & 11.25 & 259.36 & 773.11 & 216.27 & 185.94 & 57.15 & 91.67 & 0.00 & 0 & 47.88 & 57.98 &  0.00 & 11.13 &  0.00 & 26.63 & 23.28 & 28.71 &  2.83 &  0.00 & 39.08 & 0.00 & 0.00 & 21.71 & 37.47 & 0 & 44.39 & 10.45 & 0.00 & 0.00 & 0.72 & 0 & 0 & 1.12 &  7.70 & 46.71 & 13.21 & 35.17 &   0.00 & 0 &  29.57 & 0.00 & 2.1 &   0.00 & 0 & 42.77 & 30.75 &  0.00 &  0.00 & 26.02 & 14.55 &  2.62 &  2.27 &  0.00 & 0.29 & 21.89 & 13.41 & 100.75 &  7.16 & 10.60 & 46.54 & 0.00 & 67.61 &  0.00 & 52.72 & 3.59 & 16.31 & 0.00 & 0 & 38.25 &  0.00 &  0.00 & 23.26 &   0.00 &  3.10 & 13.44 &  0.00 & 11.87 &  9.58 & 0 & 1.56 & 10.42 &  0.00 & 25.54 &   0.00 & 34.07 &  11.91 &  0.00 & 0.78 & 42.67 & 51.68 & 0 & 10.12 & 26.1 &   0.00 &  0.00 &  0.00 &  19.66 &  5.21 & 0.00 & 38.06 &   0.0 & 68.97 & 299.89 & 154.86 & 159.82 &  82.21 & 147.49 & 39.93 & 222.72 & 464.43 & 296.51 & 116.31 & 162.21 & 90.42 & 186.72 & 138.73 & 151.18 & 88.89 & 214.53 & 105.83 & 68.53 &  55.04 & 44.02 & 206.91 & 0.00 & 36.62 & 232.36 & 46.18 & 137.42 & 74.68 & 25.74 & 53.30 & 107.63 &  40.52 & 137.10 & 234.96 & 42.62 & 44.92 & 91.70 & 97.67 & 225.05 & 149.23 & 109.32 & 11.37 & 41.87 & 113.10 & 162.24 & 282.82 &  60.09 &  76.64 & 44.82 & 175.70 & 164.50 & 162.02 & 503.58 & 131.60 & 378.33 & 308.91 & 301.87 & 212.13 & 140.13 & 78.87 & 119.54 & 278.70 & 7.24 & 408.42 &  92.47 & 173.53 & 43.01 & 134.29 &  92.71 & 90.73 & 0.24 & 95.13 & 11.42 & 117.22 & 125.82 & 190.86 & 98.41 & 216.3 & 154.21 & 67.31 & 93.44 & 83.82 & 196.81 & 61.98 & 175.67 & 253.47 & 150.03 & 73.57 & 200.45 & 117.32 & 91.84 & 299.24 & 103.38 & 180.13 & 24.82 & 140.75 & 92.22 & 126.35 & 266.48 & 72.38 & 35.97 & 109.97 & 191.53 & 181.19 & 109.69 & 268.09 & 16.39 & 32.12 & 139.36 & 99.57 & 91.17 & 256.40 & 230.77 & 219.44 & 59.56 & 0.0 & 140.55 &  91.73 &  67.80 & 219.03 & 126.20 & 113.60 &  83.36 & 298.92 & 217.09 & 55.09 & 160.22 & 45.49 & 99.08 & 168.48 & 33.83 & 181.33 & 143.19 & 57.82 & 125.88 & 157.72 & 140.19 & 119.23 & 166.01 & 117.39 & 25.86 & 380.24 & 131.76 & 0 & 33.32 & 40.50 & 307.99 & 267.19 & 510.91 & 218.24 & 121.55 & 155.05 & 73.29 & 59.66 &  51.04 & 320.68 & 0 & 168.40 & 87.23 & 180.33 & 84.62 & 123.50 & 143.36 & 0 & 357.98 & 132.43 & 217.03 & 178.37 &  36.77 & 214.91 & 140.27 & 206.79 & 116.07 &  53.17 & 151.39 & 90.23 & 79.46 & 130.17 & 66.69 & 117.59 & 129.74 & 109.33 & 141.42 & 71.94 &  66.99 & 200.39 & 141.81 & 135.56 & 88.06 & 31.71 & 101.56 & 153.11 & 37.79 & 122.68 & 45.53 & 151.53 & 7.9 &  3.17 &  2.02 &  0.00 & 22.17 & 166.01 & 110.60 & 47.71 & 186.38 & 52.28 & 90.4 & 49.69 & 127.80 & 33.09 & 39.43 & 0 & 26.47 & 86.86 & 84.23 & 16.03 & 14.56 & 65.82 & 3.58 & 102.22 &  8.66 & 11.43 & 25.14 &  1.72 & 75.14 & 52.17 & 125.78 & 70.67 & 17.50 & 78.17 & 59.55 & 22.28 & 129.13 & 109.57 & 35.53 & 20.99 & 26.62 &  29.97 & 26.71 & 127.67 & 28.08 & 6.13 & 71.26 & 40.61 & 38.65 & 123.58 &  8.28 & 19.50 & 51.37 & 38.47 & 104.39 & 68.21 &  7.38 & 66.52 & 39.94 & 48.58 & 32.09 & 43.55 & 56.13 & 33.93 &  9.32 & 0 & 47.47 & 165.89 &  9.43 &  5.13 & 24.72 & 34.04 & 1.20 & 0 & 28.05 & 29.16 & 202.28 & 85.61 & 60.08 & 253.19 & 264.32 & 162.25 & 16.09 & 37.92 & 288.20 & 126.30 & 37.54 & 101.53 & 221.49 & 84.39 & 118.10 & 11.70 &  75.92 & 133.03 & 67.02 & 52.28 & 60.40 &  16.21 & 39.39 & 90.46 & 103.99 & 218.55 & 9.93 & 59.94 & 24.11 & 0.11 & 91.66 & 96.89 & 106.16 & 72.22 & 192.51 & 59.73 & 35.10 & 71.67 & 37.54 &   0.31 & 72.29 & 0.35 & 100.01 & 107.31 & 22.38 & 67.11 & 77.08 & 56.61 & 96.28 & 131.12 & 115.05 & 115.71 & 79.61 & 42.66 & 74.22 & 214.58 & 80.86 & 43.97 & 331.73 & 113.59 & 314.85 & 81.96 & 66.88 & 42.30 & 29.49 & 465.74 & 261.84 & 348.96 & 426.78 & 73.97 & 86.18 & 83.46 & 38.31 & 47.87 &  56.59 & 62.50 & 34.21 & 23.20 & 56.34 & 37.20 & 61.48 & 111.02 &  20.45 & 80.72 & 47.96 & 99.64 & 43.85 & 59.92 & 84.00 & 133.58 & 146.83 & 47.84 & 0.07 & 63.37 & 50.13 & 107.05 & 62.29 & 37.19 &  83.39 & 75.58 & 38.27 & 9.84 & 10.61 & 22.99 &  0.00 & 43.89 & 33.17 & 94.18 & 92.12 &  9.38 & 61.86 &  0.00 &  22.62 & 29.03 &  5.60 & 34.98 & 63.59 & 25.31 & 40.5 & 24.69 & 20.88 &  6.49 & 33.83 & 3.87 & 68.25 &  0.00 & 17.78 & 25.37 &  4.93 & 15.26 & 67.99 & 74.05 &  0.00 &  4.37 & 35.83 & 0.88 &  9.41 &  0.00 & 13.76 & 7.07 & 0.38 & 17.97 &  8.12 & 0.63 & 4.6 & 54.86 & 31.14 &  2.82 & 9.07 & 31.6 &  5.55 &  1.18 & 66.46 & 8.69 & 14.48 & 26.51 & 18.63 & 15.71 & 45.68 & 34.25 &  0.00 & 74.05 & 63.22 & 8.11 & 28.99 &  8.01 & 23.67 & 14.37 & 34.75 &  2.46 & 17.12 & 28.12 & 11.47 & 0.00 &  0.00 &  1.43 & 15.88 & 20.77 & 14.20 &  0.8 & 2.25 & 18.82 & 5.81 & 16.08 &  3.13 & 0.29 &  3.61 &  29.60 & 10.74 & 18.54 & 17.23 &  0.82 &  4.39 & 34.95 &   0.00 &  58.16667 & 41.8337 & 36.47522 & 316.2023 & 50.705072 & 85.33065 & 96.796495 & 138.28926 & 82.334758 & 107.22195 & 29.51744 & 65.155332 & 239.010300 & 144.85348 & 250.165886 &  8.004075 & 276.48810 &  0.000000 & 168.57627 & 97.457766 & 2.782781 & 73.59963 & 143.47939 & 35.25401 & 0.000000 & 1.010046 & 33.39783 & 54.00804 & 185.846534 & 213.84447 & 138.905704 & 241.6249 & 79.593933 & 65.49183 & 70.82575 & 55.9044 & 32.8458176 & 135.967076 & 177.475625 & 1.895867 & 91.24812 & 163.7929 & 12.218445 & 92.43373 & 211.205361 &  0.9991074 & 86.44168 & 147.1947 &   0.7834636 & 219.8302 & 309.0110 & 7.359634 & 71.35680 & 128.14841 & 134.46222 & 0 & 262.605377 & 156.0227 & 39.802629 & 52.14936 & 80.53093 & 0 & 0 & 44.959114 & 89.15202 & 58.44975 & 1.73651 & 124.95166 & 376.45366 & 45.204523 & 55.54421 & 175.15930 & 12.66376 & 0.000000 & 44.891662 & 59.64256 & 26.66293 & 122.1924 & 101.3860 &  2.442478 & 27.781200 & 2.971978 & 197.484 & 31.58572 & 102.550717 & 33.495206 & 88.736188 & 2.024239 & 75.61753 &  26.81650 & 106.831576 & 81.161165 &  0.000000 & 0 &  0.00 & 0 & 264.39 & 0 & 0 &  0.00 & 31.02 & 39.83 & 54.22 & 164.96 &  0.00 & 93.51 & 12.55 & 70.40 & 58.3 & 125.60 & 48.7 & 0 & 82.56 &  0.00 & 42.72 & 126.16 & 48.47 & 17.33 & 141.88 & 33.49 & 161.6 & 133.41 & 176.01 & 0 & 41.93 & 117.11 & 34.35 & 187.83 & 64.83 & 201.61 & 19.43 & 177.25 &  47.23 & 193.37 &   0.79 & 103.08 & 0 & 45.39 & 186.69 & 10.19 &  0.00 & 80.96 &  0.00 & 78.19 & 130.56 & 220.3 &  0.00 & 0 & 66.05 & 47.76 & 76.75 & 54.43 & 99.00 & 228.21 & 180.29 & 118.83 &  0.00 & 44.70 & 123.82 & 194.54 & 5.29 & 94.29 & 0 & 148.47 & 41.97 &  0.0 & 92.42 &  0.81 & 222.31 & 0 & 47.55 & 18.03 & 28.09 & 49.85 & 10.94 & 34.65 & 35.72 & 0 & 2.65 &  0.0 & 11.84 & 0 & 213.18 & 0 &   0.00 &  6.50 &  0.00 & 1.14 &  0.00 & 20.04 & 28.69 &   0.00 & 9.55 & 0 & 0 &   0.00 & 1.31 & 17.11 & 11.18 &  5.46 & 21.96 & 0.55 & 0 & 8.32 & 78.44 & 11.79 &  11.11 & 49.05 &   0.00 &  4.99 & 64.90 & 10.83 & 0.45 & 4.89 & 0 & 0.00 &  0.92 & 0.00 & 0 &   0.00 &  0.58 &  1.48 &  2.96 & 2.53 & 1.39 & 0 & 0 & 0.68 & 0 & 3.77 &  6.09 &  2.02 & 6.34 & 0.56 &  9.60 &  0.63 &   1.93 & 6.13 & 0.00 &  5.94 & 12.53 & 0.00 & 0 & 12.95 & 0.43 & 0.00 & 23.09 & 11.25 &  4.79 & 23.47 & 0 & 0 & 3.94 & 1.21 & 1.49 &  3.07 & 0 & 0 & 0 & 0 & 20.39 & 0.62 & 0.75 & 55.96 &  0.98 &  5.54 & 57.17 &  0.66 & 0.00 &  9.79 & 1.15 & 0 & 0 & 7.13 & 0 &  0.00 &  9.15 & 0 & 15.73 & 0 & 13.87 & 0 & 13.41 & 3.76 & 0 & 0 & 0 & 7.86 & 0 & 0 & 0 & 3.97 & 8.77 & 0 & 5.71 & 0.00 & 2.18 &   9.07 & 17 & 0.00 & 27.60 & 11.66 &  8.72 & 30.37 & 0 &  1.45 &   1.79 & 0 & 14.05 & 13.04 & 7.22 & 0 & 1.59 & 0 & 32.03 & 0 & 0 & 0 & 47.1 & 0 & 153.5 & 16.32 & 0 &   2.39 & 2.25 & 0 & 0 & 0 &  0.00 & 0.00 & 27.04 &  0.00 &  1.80 & 0 &  4.76 & 3.19 & 4.18 &  4.06 & 9.99 &  2.78 & 13.39 &  0.00 &  0.00 &   0.00 &  0.00 & 20.37 &  1.66 & 0 &   0 &  4.80 & 5.26 &  0.00 & 0 &  1.21 &  4.01 & 0.00 & 16.33 &  7.44 & 1.83 & 0 &   0.00 &  0.00 &  0.00 &  0.00 &  2.69 &  5.38 & 14.43 & 0.00 &  0.00 & 2.31 &  3.59 &  1.59 & 18.7 &  2.97 &  1.72 & 1.40 &  4.05 &  6.43 & 28.26 & 13.89 & 0 & 0.00 &  0.00 & 0.00 & 11.64 & 11.83 & 32.35 & 10.94 & 2.54 & 0 & 0 & 0.00 & 0.00 &  0.00 &  7.57 &  17.92 &  0.00 &  5.88 & 0 &  3.04 & 125.10 &  8.11 & 3.42 &  1.46 & 25.51 & 18.95 &   0.00 &  7.84 & 1.41 &  0.84 & 1.28 & 6.59 & 6.01 &  0.92 &  1.46 & 0.00 & 14.3 & 1.36 &  4.05 & 4.56 & 19.1\\\\\n",
       "\\end{tabular}\n"
      ],
      "text/markdown": [
       "\n",
       "A data.frame: 6 × 1171\n",
       "\n",
       "| <!--/--> | RHH2176 &lt;dbl&gt; | RHH2177 &lt;dbl&gt; | RHH2178 &lt;dbl&gt; | RHH2179 &lt;dbl&gt; | RHH2180 &lt;dbl&gt; | RHH2181 &lt;dbl&gt; | RHH2182 &lt;dbl&gt; | RHH2183 &lt;dbl&gt; | RHH2184 &lt;dbl&gt; | RHH2185 &lt;dbl&gt; | ... ... | RHO707 &lt;dbl&gt; | RHO708 &lt;dbl&gt; | RHO709 &lt;dbl&gt; | RHO711 &lt;dbl&gt; | RHO712 &lt;dbl&gt; | RHO713 &lt;dbl&gt; | RHO714 &lt;dbl&gt; | RHO715 &lt;dbl&gt; | RHO716 &lt;dbl&gt; | RHO717 &lt;dbl&gt; |\n",
       "|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|\n",
       "| A2ML1 | 0 |  0.00 |   0.00 |   0.00 |  0.00 |   0.00 |  0.00 |  0.00 |  0.00 |   7.01 | ... | 0.00 | 0.00 |  0.00 |  0.00 | 0.00 |  0.0 | 0.00 |  0.00 | 0.00 |  0.0 |\n",
       "| AAAS | 0 | 93.09 | 111.26 |   0.00 | 32.37 |   0.00 |  0.00 | 97.36 | 15.79 | 116.97 | ... | 0.00 | 0.00 | 13.60 | 19.91 | 3.10 |  1.6 | 8.98 |  5.48 | 0.00 |  0.0 |\n",
       "| AACS | 0 |  0.00 |   0.00 |   0.00 |  0.00 |   1.30 |  0.00 |  0.00 |  0.00 |   0.00 | ... | 0.00 | 0.42 |  7.12 | 27.36 | 1.39 |  0.0 | 4.92 |  9.56 | 0.00 |  2.5 |\n",
       "| AADAC | 0 |  0.00 |  86.89 |   0.00 |  0.00 |   0.00 |  0.00 |  0.00 |  0.00 |   0.00 | ... | 0.00 | 0.00 | 43.00 |  0.00 | 0.00 |  0.0 | 0.00 | 26.14 | 0.00 |  0.0 |\n",
       "| AADAT | 0 |  0.00 |   0.00 |   0.00 |  0.00 | 107.07 |  0.00 |  0.00 |  0.00 | 123.51 | ... | 0.00 | 0.00 |  0.00 |  0.00 | 0.00 |  0.0 | 0.00 |  0.00 | 0.00 |  0.0 |\n",
       "| AAED1 | 0 | 18.27 |   0.00 | 190.36 | 18.59 |   8.16 | 69.57 |  0.00 |  2.62 |  75.29 | ... | 6.59 | 6.01 |  0.92 |  1.46 | 0.00 | 14.3 | 1.36 |  4.05 | 4.56 | 19.1 |\n",
       "\n"
      ],
      "text/plain": [
       "      RHH2176 RHH2177 RHH2178 RHH2179 RHH2180 RHH2181 RHH2182 RHH2183 RHH2184\n",
       "A2ML1 0        0.00     0.00    0.00   0.00     0.00   0.00    0.00    0.00  \n",
       "AAAS  0       93.09   111.26    0.00  32.37     0.00   0.00   97.36   15.79  \n",
       "AACS  0        0.00     0.00    0.00   0.00     1.30   0.00    0.00    0.00  \n",
       "AADAC 0        0.00    86.89    0.00   0.00     0.00   0.00    0.00    0.00  \n",
       "AADAT 0        0.00     0.00    0.00   0.00   107.07   0.00    0.00    0.00  \n",
       "AAED1 0       18.27     0.00  190.36  18.59     8.16  69.57    0.00    2.62  \n",
       "      RHH2185 ... RHO707 RHO708 RHO709 RHO711 RHO712 RHO713 RHO714 RHO715\n",
       "A2ML1   7.01  ... 0.00   0.00    0.00   0.00  0.00    0.0   0.00    0.00 \n",
       "AAAS  116.97  ... 0.00   0.00   13.60  19.91  3.10    1.6   8.98    5.48 \n",
       "AACS    0.00  ... 0.00   0.42    7.12  27.36  1.39    0.0   4.92    9.56 \n",
       "AADAC   0.00  ... 0.00   0.00   43.00   0.00  0.00    0.0   0.00   26.14 \n",
       "AADAT 123.51  ... 0.00   0.00    0.00   0.00  0.00    0.0   0.00    0.00 \n",
       "AAED1  75.29  ... 6.59   6.01    0.92   1.46  0.00   14.3   1.36    4.05 \n",
       "      RHO716 RHO717\n",
       "A2ML1 0.00    0.0  \n",
       "AAAS  0.00    0.0  \n",
       "AACS  0.00    2.5  \n",
       "AADAC 0.00    0.0  \n",
       "AADAT 0.00    0.0  \n",
       "AAED1 4.56   19.1  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "count <- read.csv(\"../preprocessed_data/scRNAseq/AS_et_al_tpm.csv\", row.names = 1)\n",
    "head(count)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "TMM <- calcNormFactors(count, method=\"TMM\")\n",
    "write.csv(TMM, \"../preprocessed_data/scRNAseq/normalization_factor/AS_et_al_tmm_factor.csv\")\n",
    "\n",
    "RLE <- calcNormFactors(count, method=\"RLE\")\n",
    "write.csv(RLE, \"../preprocessed_data/scRNAseq/normalization_factor/AS_et_al_rle_factor.csv\")\n",
    "\n",
    "UQ <- calcNormFactors(count, method=\"upperquartile\")\n",
    "write.csv(UQ, \"../preprocessed_data/scRNAseq/normalization_factor/AS_et_al_uq_factor.csv\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "clist <- c(\"AP_et_al\", \"SP_et_al\")\n",
    "for (i in clist) {\n",
    "    \n",
    "    count <- read.csv(sprintf(\"../preprocessed_data/scRNAseq/%s_tpm.csv\", i), row.names = 1)\n",
    "    \n",
    "    TMM <- calcNormFactors(count, method=\"TMM\")\n",
    "    write.csv(TMM, sprintf(\"../preprocessed_data/scRNAseq/normalization_factor/%s_tmm_factor.csv\", i))\n",
    "\n",
    "    RLE <- calcNormFactors(count, method=\"RLE\")\n",
    "    write.csv(RLE, sprintf(\"../preprocessed_data/scRNAseq/normalization_factor/%s_rle_factor.csv\", i))\n",
    "    \n",
    "    UQ <- calcNormFactors(count, method=\"upperquartile\")\n",
    "    write.csv(UQ, sprintf(\"../preprocessed_data/scRNAseq/normalization_factor/%s_uq_factor.csv\", i))   \n",
    "}"
   ]
  }
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